library(tidyverse)
library(ggdist)
library(ggside)
library(easystats)
library(patchwork)
illusion1 <- read.csv("../data/raw_illusion1.csv") |>
mutate(
Illusion_Effect = fct_relevel(as.factor(Illusion_Effect), "Incongruent", "Congruent"),
Block = as.factor(Block)
)
illusion2 <- read.csv("../data/raw_illusion2.csv") |>
mutate(
Illusion_Effect = fct_relevel(as.factor(Illusion_Effect), "Incongruent", "Congruent"),
Block = as.factor(Block)
)
perceptual <- read.csv("../data/raw_perceptual.csv") |>
mutate(
Block = as.factor(Block)
)
sub <- read.csv("../data/raw_questionnaires.csv") |>
mutate(
Education = fct_relevel(Education, "Prefer not to say", "Other", "High school", "Bachelor", "Master", "Doctorate")
)
# For prolific:
# bayestestR::point_estimate(sub$Duration_Session1)
# plot(bayestestR::estimate_density(sub$Duration_Session1))
# Dear participant, thank you for participating in our study. Unfortunately, our system detected multiple issues in your data (such as implausibly short responses - in particular in the 2nd part of the study, random-like pattern of answers, or the same response to different scales - as some were designed to trigger various answers), which makes it unusable. We understand that you might have been in a hurry or had some other issues, and so we kindly ask you to return your participation; we hope to open-up more slots in the future would you be interested to participate again.
# Dear participant, thank you for participating in our study. Unfortunately, our system detected multiple issues in your data (such as implausibly short responses - in particular in the 2nd part of the study, random-like pattern of answers, or the same response to different scales - as some were designed to trigger various answers), which makes it unusable for us. We understand that you might have been in a hurry or had some other issues; we hope to open-up more slots in the future would you be interested to participate again.
outliers_perceptual <- c(
"S003",
"S008"
)
outliers_perceptual_block2 <- c(
"S226",
"S350"
)
outliers_illusion1 <- c(
"S008",
"S278",
"S389"
)
outliers_illusion1_block2 <- c(
"S153",
"S226",
"S350"
)
outliers_illusion2 <- c(
"S003",
"S123",
"S224",
"S226",
"S229"
)
We removed 3, 2, and 5 participants for the illusion task - session 1, perceptual task, and illusion task - session 2 respectively, upon inspection of the average error rage (when close to 50%, suggesting random answers) and/or when the reaction time distribution was implausibly fast.
data <- rbind(illusion1, illusion2, perceptual) |>
filter(RT < 10) |>
mutate(
Participant = fct_rev(Participant),
Task = fct_relevel(Task, "Illusion_Session1", "Perceptual", "Illusion_Session2")
)
table <- data |>
group_by(Participant, Task) |>
summarize(
Error = sum(Error) / n(),
RT = mean(RT)
) |>
ungroup() |>
arrange(desc(Error)) |>
tidyr::pivot_wider(names_from = "Task", values_from = c("Error", "RT"), names_vary = "slowest") |>
datawizard::data_relocate(ends_with("Session2"), after = -1) |>
datawizard::data_relocate(ends_with("Session1"), after = 1) |>
arrange(desc(Error_Illusion_Session1))
data.frame(Participant = c("Average"), t(sapply(table[2:ncol(table)], mean, na.rm = TRUE))) |>
rbind(table) |>
knitr::kable() |>
kableExtra::row_spec(1, italic = TRUE, background = "grey", color = "white") |>
kableExtra::row_spec(which(table$Participant %in% c(outliers_perceptual, outliers_illusion1, outliers_illusion2)) + 1, background = "#EF9A9A") |>
kableExtra::row_spec(which(table$Participant %in% c(outliers_illusion1_block2, outliers_perceptual_block2)) + 1, background = "orange") |>
# kableExtra::column_spec(2, color="white",
# background = kableExtra::spec_color(c(NA, table$Error_Illusion_Session1))) |>
kableExtra::kable_styling(full_width = TRUE) |>
kableExtra::scroll_box(width = "100%", height = "500px")
| Participant | Error_Illusion_Session1 | RT_Illusion_Session1 | Error_Perceptual | RT_Perceptual | RT_Illusion_Session2 | Error_Illusion_Session2 |
|---|---|---|---|---|---|---|
| Average | 0.188 | 0.768 | 0.066 | 0.671 | 0.722 | 0.186 |
| S389 | 0.487 | 0.185 | 0.156 | 0.647 | ||
| S008 | 0.417 | 0.610 | 0.500 | 0.347 | ||
| S110 | 0.391 | 1.519 | 0.323 | 2.553 | 1.008 | 0.422 |
| S278 | 0.391 | 0.349 | 0.844 | 0.494 | 0.470 | 0.299 |
| S124 | 0.383 | 0.708 | 0.167 | 0.606 | 0.779 | 0.391 |
| S319 | 0.372 | 0.787 | 0.042 | 0.656 | ||
| S153 | 0.370 | 0.575 | 0.109 | 0.699 | 0.645 | 0.281 |
| S198 | 0.357 | 0.755 | 0.312 | 0.683 | 0.759 | 0.276 |
| S226 | 0.354 | 0.365 | 0.266 | 0.366 | 0.137 | 0.451 |
| S002 | 0.346 | 0.713 | 0.115 | 0.872 | 0.945 | 0.396 |
| S023 | 0.346 | 0.631 | 0.125 | 0.619 | ||
| S408 | 0.341 | 0.597 | 0.146 | 0.594 | 0.584 | 0.289 |
| S362 | 0.339 | 0.764 | 0.083 | 0.751 | 0.630 | 0.227 |
| S232 | 0.336 | 1.223 | 0.219 | 0.802 | 1.119 | 0.360 |
| S299 | 0.323 | 0.712 | 0.214 | 0.584 | 0.621 | 0.284 |
| S437 | 0.318 | 1.213 | 0.068 | 0.936 | 0.962 | 0.247 |
| S070 | 0.314 | 1.118 | 0.149 | 1.014 | ||
| S422 | 0.312 | 0.511 | 0.203 | 0.480 | 0.505 | 0.359 |
| S117 | 0.305 | 0.490 | 0.182 | 0.412 | 0.588 | 0.266 |
| S307 | 0.297 | 0.573 | 0.146 | 0.681 | 0.562 | 0.286 |
| S146 | 0.297 | 0.619 | 0.042 | 0.709 | ||
| S151 | 0.292 | 0.570 | 0.177 | 0.542 | 0.501 | 0.229 |
| S328 | 0.289 | 0.543 | 0.130 | 0.611 | 0.546 | 0.247 |
| S144 | 0.289 | 0.737 | 0.146 | 0.691 | ||
| S080 | 0.286 | 0.477 | 0.120 | 0.532 | 0.435 | 0.346 |
| S479 | 0.284 | 0.459 | 0.047 | 0.523 | ||
| S266 | 0.284 | 0.601 | 0.104 | 0.717 | 0.753 | 0.227 |
| S132 | 0.284 | 0.469 | 0.135 | 0.446 | 0.629 | 0.266 |
| S178 | 0.281 | 0.542 | 0.146 | 0.507 | 0.520 | 0.312 |
| S350 | 0.280 | 0.733 | 0.351 | 0.314 | 0.649 | 0.281 |
| S246 | 0.279 | 0.445 | 0.073 | 0.412 | 0.399 | 0.260 |
| S135 | 0.279 | 0.516 | 0.125 | 0.504 | 0.551 | 0.216 |
| S087 | 0.279 | 0.576 | 0.151 | 0.589 | 0.616 | 0.237 |
| S359 | 0.276 | 0.669 | 0.078 | 0.598 | 0.612 | 0.237 |
| S341 | 0.271 | 0.563 | 0.042 | 0.585 | 0.637 | 0.143 |
| S152 | 0.266 | 0.947 | 0.078 | 0.549 | 0.614 | 0.274 |
| S290 | 0.266 | 0.602 | 0.104 | 0.564 | 0.560 | 0.271 |
| S224 | 0.263 | 0.683 | 0.214 | 0.494 | 0.409 | 0.354 |
| S174 | 0.263 | 0.617 | 0.062 | 0.730 | 0.771 | 0.198 |
| S167 | 0.263 | 0.665 | 0.193 | 0.591 | ||
| S021 | 0.263 | 0.544 | 0.250 | 0.703 | 0.555 | 0.237 |
| S384 | 0.260 | 0.707 | 0.120 | 0.647 | 0.662 | 0.174 |
| S333 | 0.260 | 0.831 | 0.052 | 0.883 | 0.802 | 0.255 |
| S059 | 0.260 | 0.542 | 0.021 | 0.488 | 0.550 | 0.206 |
| S475 | 0.258 | 0.590 | 0.094 | 0.531 | ||
| S348 | 0.258 | 0.658 | 0.109 | 0.575 | 0.897 | 0.224 |
| S251 | 0.258 | 0.632 | 0.052 | 1.205 | 0.907 | 0.206 |
| S073 | 0.258 | 0.665 | 0.104 | 0.596 | 0.637 | 0.227 |
| S006 | 0.258 | 0.529 | 0.089 | 0.620 | 0.723 | 0.216 |
| S195 | 0.255 | 0.637 | 0.068 | 0.564 | 0.677 | 0.211 |
| S154 | 0.254 | 0.615 | 0.141 | 0.528 | 1.038 | 0.201 |
| S123 | 0.253 | 0.815 | 0.083 | 0.665 | 0.510 | 0.307 |
| S301 | 0.253 | 0.711 | 0.036 | 0.580 | 0.604 | 0.276 |
| S334 | 0.253 | 0.932 | 0.052 | 0.838 | 0.817 | 0.143 |
| S305 | 0.253 | 0.613 | 0.188 | 0.574 | 0.525 | 0.195 |
| S173 | 0.253 | 0.754 | 0.062 | 0.760 | 0.796 | 0.146 |
| S140 | 0.253 | 0.591 | 0.068 | 0.636 | ||
| S136 | 0.253 | 0.549 | 0.078 | 0.528 | 0.677 | 0.201 |
| S367 | 0.250 | 0.551 | 0.099 | 0.584 | 0.905 | 0.279 |
| S094 | 0.250 | 0.602 | 0.089 | 0.514 | 0.604 | 0.263 |
| S270 | 0.250 | 0.798 | 0.026 | 0.646 | 0.768 | 0.203 |
| S166 | 0.250 | 0.520 | 0.120 | 0.472 | 0.485 | 0.240 |
| S129 | 0.250 | 0.674 | 0.062 | 0.572 | 0.579 | 0.219 |
| S337 | 0.247 | 0.760 | 0.151 | 0.537 | ||
| S162 | 0.247 | 0.509 | 0.016 | 0.595 | 0.472 | 0.242 |
| S133 | 0.247 | 0.493 | 0.099 | 0.583 | ||
| S112 | 0.247 | 0.490 | 0.073 | 0.492 | 0.477 | 0.240 |
| S229 | 0.245 | 0.759 | 0.036 | 0.642 | 0.280 | 0.417 |
| S419 | 0.245 | 0.606 | 0.115 | 0.592 | 0.591 | 0.302 |
| S306 | 0.245 | 0.557 | 0.141 | 0.419 | 0.468 | 0.268 |
| S053 | 0.245 | 0.511 | 0.151 | 0.475 | 0.570 | 0.211 |
| S281 | 0.242 | 0.544 | 0.109 | 0.465 | 0.579 | 0.221 |
| S048 | 0.242 | 0.502 | 0.052 | 0.502 | 0.518 | 0.229 |
| S330 | 0.240 | 0.603 | 0.078 | 0.462 | 0.639 | 0.282 |
| S203 | 0.240 | 0.825 | 0.047 | 0.633 | 0.527 | 0.208 |
| S101 | 0.240 | 0.427 | 0.177 | 0.406 | 0.447 | 0.216 |
| S025 | 0.237 | 0.713 | 0.073 | 0.598 | 0.598 | 0.263 |
| S156 | 0.237 | 0.665 | 0.089 | 0.524 | 0.715 | 0.260 |
| S347 | 0.237 | 0.643 | 0.083 | 0.543 | 0.664 | 0.208 |
| S329 | 0.237 | 1.084 | 0.036 | 0.918 | 1.303 | 0.214 |
| S316 | 0.237 | 0.543 | 0.104 | 0.594 | 0.506 | 0.229 |
| S007 | 0.234 | 0.894 | 0.089 | 0.770 | 0.688 | 0.253 |
| S279 | 0.234 | 0.597 | 0.099 | 0.554 | 0.568 | 0.247 |
| S211 | 0.234 | 0.561 | 0.057 | 0.590 | 0.634 | 0.245 |
| S177 | 0.233 | 0.701 | 0.130 | 0.795 | 0.766 | 0.224 |
| S217 | 0.232 | 0.558 | 0.089 | 0.482 | 0.476 | 0.242 |
| S484 | 0.232 | 0.541 | 0.073 | 0.498 | 0.537 | 0.172 |
| S373 | 0.232 | 0.729 | 0.047 | 0.763 | 0.730 | 0.229 |
| S259 | 0.232 | 0.715 | 0.135 | 0.613 | 0.593 | 0.201 |
| S247 | 0.232 | 0.497 | 0.021 | 0.473 | 0.538 | 0.185 |
| S233 | 0.232 | 0.517 | 0.062 | 0.530 | 0.682 | 0.159 |
| S199 | 0.232 | 0.591 | 0.120 | 0.566 | 0.896 | 0.220 |
| S163 | 0.232 | 0.658 | 0.047 | 0.738 | 0.687 | 0.211 |
| S036 | 0.232 | 0.845 | 0.068 | 0.749 | 0.709 | 0.208 |
| S402 | 0.229 | 0.785 | 0.036 | 0.813 | 0.775 | 0.253 |
| S287 | 0.229 | 0.661 | 0.099 | 0.481 | 0.434 | 0.232 |
| S083 | 0.229 | 0.588 | 0.042 | 0.561 | 0.608 | 0.221 |
| S063 | 0.228 | 0.885 | 0.042 | 0.797 | 0.912 | 0.156 |
| S324 | 0.227 | 0.739 | 0.047 | 0.637 | 0.715 | 0.229 |
| S014 | 0.227 | 0.641 | 0.047 | 0.548 | ||
| S276 | 0.224 | 0.535 | 0.047 | 0.538 | 0.548 | 0.221 |
| S248 | 0.224 | 0.483 | 0.083 | 0.478 | 0.671 | 0.183 |
| S244 | 0.224 | 0.575 | 0.172 | 0.476 | 0.654 | 0.185 |
| S235 | 0.224 | 0.524 | 0.057 | 0.491 | 0.522 | 0.190 |
| S103 | 0.224 | 0.613 | 0.036 | 0.562 | 0.566 | 0.188 |
| S097 | 0.224 | 0.791 | 0.068 | 0.528 | 0.609 | 0.193 |
| S019 | 0.224 | 0.618 | 0.052 | 0.496 | 0.600 | 0.174 |
| S046 | 0.221 | 0.620 | 0.073 | 0.553 | 0.502 | 0.263 |
| S472 | 0.221 | 0.857 | 0.089 | 0.747 | 0.662 | 0.245 |
| S497 | 0.221 | 0.819 | 0.052 | 0.789 | 0.873 | 0.240 |
| S311 | 0.221 | 0.450 | 0.234 | 0.401 | 0.502 | 0.193 |
| S320 | 0.221 | 0.565 | 0.104 | 0.690 | 0.594 | 0.221 |
| S190 | 0.221 | 0.724 | 0.021 | 0.674 | ||
| S042 | 0.221 | 0.560 | 0.161 | 0.493 | 0.544 | 0.221 |
| S289 | 0.220 | 0.883 | 0.089 | 0.566 | 0.788 | 0.203 |
| S390 | 0.219 | 0.805 | 0.036 | 0.810 | 0.848 | 0.178 |
| S139 | 0.219 | 0.605 | 0.052 | 0.537 | ||
| S109 | 0.219 | 0.736 | 0.135 | 0.641 | 0.722 | 0.198 |
| S092 | 0.217 | 1.202 | 0.036 | 0.810 | 0.908 | 0.201 |
| S331 | 0.216 | 0.542 | 0.089 | 0.477 | 0.467 | 0.237 |
| S157 | 0.216 | 0.571 | 0.057 | 0.521 | 0.505 | 0.224 |
| S295 | 0.216 | 0.949 | 0.021 | 0.582 | 0.656 | 0.219 |
| S466 | 0.216 | 0.582 | 0.047 | 0.570 | 0.541 | 0.216 |
| S332 | 0.216 | 0.727 | 0.083 | 0.631 | 0.757 | 0.201 |
| S294 | 0.216 | 0.625 | 0.130 | 0.689 | 0.618 | 0.214 |
| S079 | 0.216 | 0.586 | 0.052 | 0.588 | 0.637 | 0.188 |
| S131 | 0.214 | 0.572 | 0.089 | 0.584 | 0.598 | 0.232 |
| S200 | 0.214 | 0.575 | 0.094 | 0.523 | 0.520 | 0.227 |
| S207 | 0.214 | 0.669 | 0.083 | 0.578 | 0.685 | 0.182 |
| S102 | 0.214 | 0.514 | 0.120 | 0.526 | 0.504 | 0.195 |
| S250 | 0.213 | 0.761 | 0.147 | 0.803 | 0.686 | 0.174 |
| S003 | 0.211 | 0.853 | 0.214 | 0.441 | 0.331 | 0.371 |
| S488 | 0.211 | 1.118 | 0.036 | 0.878 | ||
| S458 | 0.211 | 0.626 | 0.047 | 0.548 | 0.578 | 0.185 |
| S452 | 0.211 | 0.546 | 0.031 | 0.600 | 0.688 | 0.198 |
| S448 | 0.211 | 0.543 | 0.115 | 0.556 | ||
| S206 | 0.211 | 0.792 | 0.083 | 0.722 | 0.934 | 0.161 |
| S188 | 0.211 | 0.865 | 0.047 | 1.043 | 0.830 | 0.177 |
| S107 | 0.211 | 0.808 | 0.036 | 0.722 | 0.885 | 0.159 |
| S064 | 0.211 | 0.885 | 0.073 | 0.714 | 0.803 | 0.195 |
| S303 | 0.209 | 0.655 | 0.031 | 0.596 | ||
| S453 | 0.208 | 0.714 | 0.125 | 0.570 | 0.848 | 0.233 |
| S128 | 0.208 | 0.596 | 0.115 | 0.603 | 0.564 | 0.221 |
| S454 | 0.208 | 0.749 | 0.047 | 0.591 | 0.776 | 0.219 |
| S417 | 0.208 | 0.626 | 0.036 | 0.641 | 0.707 | 0.182 |
| S371 | 0.208 | 0.593 | 0.057 | 0.496 | 0.662 | 0.193 |
| S356 | 0.208 | 0.634 | 0.115 | 0.584 | 0.532 | 0.201 |
| S298 | 0.208 | 0.551 | 0.083 | 0.527 | 0.573 | 0.174 |
| S093 | 0.208 | 0.516 | 0.057 | 0.512 | 0.532 | 0.146 |
| S043 | 0.208 | 0.688 | 0.057 | 0.823 | 0.615 | 0.180 |
| S214 | 0.206 | 0.679 | 0.042 | 0.591 | ||
| S175 | 0.206 | 1.272 | 0.109 | 1.099 | 1.027 | 0.317 |
| S377 | 0.206 | 0.721 | 0.083 | 0.542 | 0.528 | 0.245 |
| S481 | 0.206 | 0.559 | 0.026 | 0.562 | 0.522 | 0.219 |
| S145 | 0.206 | 0.541 | 0.099 | 0.498 | 0.470 | 0.216 |
| S469 | 0.206 | 0.799 | 0.094 | 0.565 | 0.793 | 0.198 |
| S366 | 0.206 | 0.656 | 0.021 | 0.675 | ||
| S336 | 0.206 | 0.691 | 0.104 | 0.560 | 0.630 | 0.193 |
| S312 | 0.206 | 0.993 | 0.073 | 0.619 | 0.983 | 0.172 |
| S265 | 0.206 | 0.972 | 0.057 | 0.806 | 1.017 | 0.203 |
| S086 | 0.206 | 0.726 | 0.099 | 0.717 | 0.745 | 0.174 |
| S283 | 0.204 | 1.663 | 0.177 | 0.682 | 0.967 | 0.187 |
| S108 | 0.203 | 0.715 | 0.089 | 0.569 | 0.622 | 0.240 |
| S116 | 0.203 | 0.760 | 0.104 | 0.635 | 0.615 | 0.227 |
| S096 | 0.203 | 0.554 | 0.094 | 0.473 | 0.635 | 0.224 |
| S304 | 0.203 | 0.749 | 0.120 | 0.534 | 0.507 | 0.221 |
| S191 | 0.203 | 0.745 | 0.062 | 0.591 | 0.711 | 0.219 |
| S405 | 0.203 | 0.915 | 0.052 | 0.846 | 0.825 | 0.169 |
| S385 | 0.203 | 0.750 | 0.047 | 0.774 | 0.732 | 0.182 |
| S113 | 0.203 | 0.758 | 0.073 | 0.643 | 0.710 | 0.188 |
| S499 | 0.201 | 0.595 | 0.156 | 0.501 | 0.496 | 0.253 |
| S100 | 0.201 | 0.740 | 0.083 | 0.730 | 0.585 | 0.250 |
| S218 | 0.201 | 0.593 | 0.104 | 0.448 | 0.486 | 0.237 |
| S272 | 0.201 | 0.578 | 0.073 | 0.501 | 0.520 | 0.232 |
| S242 | 0.201 | 0.986 | 0.010 | 0.748 | 0.935 | 0.229 |
| S172 | 0.201 | 0.567 | 0.057 | 0.470 | 0.546 | 0.214 |
| S105 | 0.201 | 0.617 | 0.052 | 0.525 | 0.636 | 0.208 |
| S490 | 0.201 | 0.812 | 0.052 | 0.824 | 0.715 | 0.193 |
| S407 | 0.201 | 0.954 | 0.042 | 0.737 | 1.064 | 0.190 |
| S066 | 0.201 | 0.859 | 0.031 | 0.728 | 0.701 | 0.154 |
| S001 | 0.199 | 0.986 | 0.323 | 0.946 | ||
| S483 | 0.198 | 0.657 | 0.047 | 0.675 | 0.887 | 0.156 |
| S409 | 0.198 | 0.630 | 0.115 | 0.578 | 0.601 | 0.185 |
| S396 | 0.198 | 0.744 | 0.083 | 0.666 | 0.862 | 0.182 |
| S239 | 0.198 | 0.626 | 0.089 | 0.545 | 0.718 | 0.161 |
| S477 | 0.195 | 0.553 | 0.083 | 0.571 | 0.486 | 0.221 |
| S424 | 0.195 | 0.811 | 0.042 | 0.741 | 0.792 | 0.216 |
| S456 | 0.195 | 0.654 | 0.099 | 0.569 | 0.603 | 0.206 |
| S125 | 0.195 | 0.605 | 0.068 | 0.563 | 0.574 | 0.198 |
| S375 | 0.195 | 0.635 | 0.083 | 0.573 | 0.757 | 0.164 |
| S342 | 0.195 | 0.634 | 0.057 | 0.714 | ||
| S227 | 0.195 | 0.734 | 0.047 | 0.670 | 0.775 | 0.174 |
| S130 | 0.195 | 0.660 | 0.021 | 0.606 | 0.613 | 0.190 |
| S052 | 0.195 | 0.537 | 0.031 | 0.541 | 0.666 | 0.172 |
| S260 | 0.193 | 0.671 | 0.042 | 0.560 | 0.562 | 0.214 |
| S346 | 0.193 | 0.582 | 0.078 | 0.502 | 0.487 | 0.208 |
| S122 | 0.193 | 0.621 | 0.089 | 0.556 | 0.520 | 0.201 |
| S495 | 0.193 | 0.761 | 0.042 | 0.713 | 0.806 | 0.156 |
| S335 | 0.193 | 0.627 | 0.078 | 0.620 | 0.592 | 0.169 |
| S085 | 0.193 | 0.824 | 0.177 | 0.637 | 1.084 | 0.151 |
| S047 | 0.191 | 0.823 | 0.094 | 0.624 | ||
| S418 | 0.190 | 0.857 | 0.016 | 0.827 | 0.768 | 0.245 |
| S323 | 0.190 | 0.698 | 0.068 | 0.649 | 0.976 | 0.240 |
| S192 | 0.190 | 0.803 | 0.031 | 0.781 | 0.544 | 0.237 |
| S478 | 0.190 | 0.519 | 0.083 | 0.473 | 0.600 | 0.227 |
| S072 | 0.190 | 0.925 | 0.057 | 0.960 | 0.811 | 0.219 |
| S237 | 0.190 | 0.859 | 0.031 | 0.733 | 0.793 | 0.219 |
| S285 | 0.190 | 1.028 | 0.026 | 0.769 | 0.758 | 0.206 |
| S425 | 0.190 | 0.762 | 0.057 | 0.698 | 0.634 | 0.193 |
| S223 | 0.190 | 0.563 | 0.057 | 0.517 | 0.571 | 0.164 |
| S485 | 0.188 | 0.897 | 0.052 | 0.788 | 1.027 | 0.219 |
| S277 | 0.188 | 0.636 | 0.078 | 0.532 | 0.653 | 0.198 |
| S388 | 0.188 | 0.639 | 0.057 | 0.587 | 0.598 | 0.195 |
| S411 | 0.188 | 0.966 | 0.005 | 0.685 | 1.348 | 0.189 |
| S496 | 0.188 | 0.754 | 0.083 | 0.713 | 0.686 | 0.141 |
| S082 | 0.188 | 0.470 | 0.125 | 0.410 | ||
| S067 | 0.188 | 0.560 | 0.099 | 0.550 | 0.627 | 0.185 |
| S300 | 0.185 | 0.673 | 0.021 | 0.677 | 0.488 | 0.268 |
| S296 | 0.185 | 0.565 | 0.068 | 0.476 | 0.478 | 0.219 |
| S115 | 0.185 | 0.703 | 0.089 | 0.480 | 0.665 | 0.216 |
| S126 | 0.185 | 0.743 | 0.062 | 0.498 | 0.608 | 0.211 |
| S111 | 0.185 | 1.007 | 0.057 | 0.798 | 0.738 | 0.206 |
| S282 | 0.185 | 0.505 | 0.078 | 0.460 | 0.460 | 0.201 |
| S321 | 0.185 | 0.831 | 0.062 | 0.687 | 0.826 | 0.195 |
| S441 | 0.185 | 0.700 | 0.036 | 0.585 | 0.975 | 0.188 |
| S494 | 0.185 | 0.584 | 0.021 | 0.552 | 0.567 | 0.164 |
| S383 | 0.185 | 1.085 | 0.062 | 0.976 | 0.923 | 0.154 |
| S358 | 0.185 | 0.689 | 0.047 | 0.754 | 0.676 | 0.185 |
| S345 | 0.185 | 0.608 | 0.057 | 0.604 | 0.631 | 0.156 |
| S267 | 0.185 | 0.530 | 0.042 | 0.418 | 0.429 | 0.169 |
| S149 | 0.185 | 0.638 | 0.062 | 0.595 | 0.588 | 0.120 |
| S120 | 0.185 | 0.816 | 0.115 | 0.656 | 0.717 | 0.156 |
| S430 | 0.183 | 1.033 | 0.109 | 1.032 | 0.983 | 0.188 |
| S444 | 0.182 | 0.926 | 0.333 | 0.836 | 1.184 | 0.161 |
| S486 | 0.182 | 0.780 | 0.036 | 0.609 | 0.611 | 0.214 |
| S104 | 0.182 | 0.656 | 0.073 | 0.522 | 0.572 | 0.203 |
| S193 | 0.182 | 0.625 | 0.073 | 0.523 | 0.531 | 0.198 |
| S252 | 0.182 | 0.775 | 0.109 | 0.618 | 0.816 | 0.193 |
| S249 | 0.182 | 0.768 | 0.036 | 0.693 | 0.838 | 0.193 |
| S137 | 0.182 | 0.722 | 0.042 | 0.524 | 0.721 | 0.193 |
| S370 | 0.182 | 0.745 | 0.026 | 0.739 | 0.653 | 0.190 |
| S487 | 0.182 | 0.625 | 0.068 | 0.559 | 0.733 | 0.143 |
| S398 | 0.182 | 0.663 | 0.078 | 0.656 | 0.715 | 0.146 |
| S253 | 0.182 | 0.701 | 0.026 | 0.609 | 0.602 | 0.180 |
| S186 | 0.182 | 0.706 | 0.104 | 0.588 | 0.684 | 0.177 |
| S150 | 0.182 | 1.545 | 0.031 | 1.134 | 1.429 | 0.164 |
| S026 | 0.182 | 0.934 | 0.036 | 0.732 | 1.027 | 0.146 |
| S017 | 0.180 | 0.606 | 0.068 | 0.534 | 0.757 | 0.180 |
| S121 | 0.180 | 0.508 | 0.052 | 0.480 | 0.466 | 0.198 |
| S225 | 0.180 | 0.803 | 0.057 | 0.587 | 0.685 | 0.193 |
| S467 | 0.180 | 1.071 | 0.078 | 0.735 | 0.650 | 0.188 |
| S254 | 0.180 | 0.862 | 0.052 | 0.708 | 0.688 | 0.182 |
| S459 | 0.180 | 0.751 | 0.047 | 0.609 | 0.789 | 0.159 |
| S449 | 0.180 | 0.829 | 0.099 | 0.682 | 1.024 | 0.159 |
| S344 | 0.180 | 0.699 | 0.026 | 0.807 | 0.803 | 0.161 |
| S263 | 0.180 | 0.671 | 0.089 | 0.554 | 0.615 | 0.177 |
| S197 | 0.180 | 0.765 | 0.005 | 0.743 | 0.835 | 0.156 |
| S040 | 0.180 | 0.929 | 0.026 | 0.829 | 0.963 | 0.164 |
| S089 | 0.178 | 0.888 | 0.031 | 0.603 | 1.044 | 0.162 |
| S044 | 0.177 | 0.665 | 0.016 | 0.642 | 0.627 | 0.198 |
| S035 | 0.177 | 0.523 | 0.099 | 0.497 | 0.677 | 0.195 |
| S030 | 0.177 | 0.718 | 0.068 | 0.546 | 0.587 | 0.193 |
| S414 | 0.177 | 1.065 | 0.042 | 0.880 | ||
| S386 | 0.177 | 0.781 | 0.047 | 0.623 | ||
| S189 | 0.177 | 1.288 | 0.042 | 0.724 | 1.193 | 0.120 |
| S013 | 0.177 | 0.706 | 0.062 | 0.563 | 0.636 | 0.159 |
| S353 | 0.174 | 0.544 | 0.083 | 0.451 | 0.449 | 0.242 |
| S222 | 0.174 | 0.765 | 0.078 | 0.627 | 0.804 | 0.229 |
| S310 | 0.174 | 0.692 | 0.021 | 0.607 | 0.611 | 0.219 |
| S286 | 0.174 | 0.708 | 0.047 | 0.652 | 0.630 | 0.203 |
| S161 | 0.174 | 0.626 | 0.115 | 0.562 | 0.560 | 0.201 |
| S022 | 0.174 | 0.601 | 0.078 | 0.500 | 0.619 | 0.188 |
| S399 | 0.174 | 0.733 | 0.042 | 0.692 | 0.639 | 0.182 |
| S034 | 0.174 | 0.792 | 0.099 | 0.645 | 0.656 | 0.180 |
| S470 | 0.174 | 0.644 | 0.042 | 0.605 | 0.670 | 0.159 |
| S443 | 0.174 | 0.516 | 0.047 | 0.653 | 0.476 | 0.135 |
| S349 | 0.174 | 0.631 | 0.021 | 0.963 | 0.713 | 0.141 |
| S269 | 0.174 | 0.642 | 0.047 | 0.559 | 0.652 | 0.146 |
| S228 | 0.174 | 0.572 | 0.036 | 0.485 | 0.567 | 0.161 |
| S076 | 0.174 | 0.655 | 0.031 | 0.671 | 0.556 | 0.159 |
| S183 | 0.172 | 1.014 | 0.016 | 1.340 | 0.711 | 0.234 |
| S338 | 0.172 | 0.859 | 0.010 | 0.731 | 0.591 | 0.229 |
| S351 | 0.172 | 0.797 | 0.036 | 0.768 | 0.613 | 0.203 |
| S374 | 0.172 | 1.247 | 0.078 | 0.603 | 0.755 | 0.201 |
| S216 | 0.172 | 0.681 | 0.089 | 0.687 | 0.714 | 0.193 |
| S434 | 0.172 | 0.895 | 0.031 | 0.861 | 0.961 | 0.190 |
| S435 | 0.172 | 0.757 | 0.010 | 0.663 | 0.722 | 0.188 |
| S326 | 0.172 | 0.614 | 0.026 | 0.537 | 0.598 | 0.182 |
| S230 | 0.172 | 0.952 | 0.047 | 1.729 | 0.996 | 0.180 |
| S410 | 0.172 | 0.762 | 0.068 | 0.586 | 0.625 | 0.174 |
| S474 | 0.172 | 1.003 | 0.073 | 0.865 | 0.916 | 0.159 |
| S360 | 0.172 | 0.770 | 0.021 | 0.570 | ||
| S280 | 0.172 | 0.676 | 0.062 | 0.498 | 0.652 | 0.169 |
| S262 | 0.172 | 0.587 | 0.109 | 0.529 | 0.510 | 0.172 |
| S158 | 0.172 | 0.631 | 0.073 | 0.575 | 0.618 | 0.164 |
| S065 | 0.172 | 0.811 | 0.021 | 0.605 | 0.720 | 0.172 |
| S062 | 0.172 | 0.708 | 0.042 | 0.641 | 0.802 | 0.164 |
| S209 | 0.169 | 0.564 | 0.079 | 0.509 | 0.572 | 0.190 |
| S314 | 0.169 | 0.651 | 0.021 | 0.560 | 0.693 | 0.159 |
| S309 | 0.167 | 0.940 | 0.062 | 0.815 | 0.570 | 0.219 |
| S397 | 0.167 | 0.633 | 0.125 | 0.613 | 0.582 | 0.214 |
| S033 | 0.167 | 0.752 | 0.083 | 0.698 | 0.716 | 0.198 |
| S445 | 0.167 | 0.452 | 0.104 | 0.405 | 0.476 | 0.188 |
| S220 | 0.167 | 0.763 | 0.010 | 0.766 | 0.705 | 0.188 |
| S038 | 0.167 | 0.691 | 0.115 | 0.618 | 0.612 | 0.182 |
| S245 | 0.167 | 0.697 | 0.057 | 0.579 | 0.602 | 0.174 |
| S264 | 0.167 | 0.902 | 0.036 | 0.675 | 0.886 | 0.172 |
| S476 | 0.167 | 0.612 | 0.057 | 0.514 | 0.536 | 0.159 |
| S468 | 0.167 | 0.829 | 0.021 | 0.643 | ||
| S450 | 0.167 | 0.733 | 0.047 | 0.530 | 0.610 | 0.154 |
| S442 | 0.167 | 0.829 | 0.005 | 0.638 | 1.469 | 0.126 |
| S205 | 0.167 | 1.010 | 0.005 | 0.740 | 0.870 | 0.141 |
| S181 | 0.167 | 0.746 | 0.062 | 0.736 | 0.788 | 0.141 |
| S143 | 0.167 | 0.972 | 0.036 | 0.770 | ||
| S024 | 0.167 | 0.735 | 0.042 | 0.756 | 0.724 | 0.159 |
| S020 | 0.167 | 0.820 | 0.073 | 0.833 | 0.520 | 0.161 |
| S480 | 0.164 | 0.861 | 0.016 | 0.662 | 0.682 | 0.182 |
| S465 | 0.164 | 0.876 | 0.057 | 0.896 | 0.792 | 0.172 |
| S447 | 0.164 | 0.840 | 0.005 | 0.689 | 0.919 | 0.159 |
| S439 | 0.164 | 0.652 | 0.062 | 0.554 | 0.638 | 0.161 |
| S292 | 0.164 | 0.790 | 0.068 | 0.672 | 0.799 | 0.135 |
| S284 | 0.164 | 0.922 | 0.021 | 0.731 | 0.794 | 0.133 |
| S258 | 0.164 | 0.756 | 0.068 | 0.514 | ||
| S221 | 0.164 | 0.765 | 0.062 | 0.652 | 0.885 | 0.164 |
| S210 | 0.164 | 0.978 | 0.005 | 0.645 | ||
| S050 | 0.164 | 1.025 | 0.016 | 0.714 | 0.919 | 0.164 |
| S009 | 0.164 | 0.833 | 0.010 | 0.633 | 0.805 | 0.159 |
| S438 | 0.163 | 1.790 | 0.016 | 1.229 | 0.751 | 0.141 |
| S361 | 0.161 | 0.757 | 0.016 | 0.556 | 0.550 | 0.232 |
| S196 | 0.161 | 0.788 | 0.016 | 0.545 | 0.679 | 0.190 |
| S039 | 0.161 | 0.524 | 0.083 | 0.517 | 0.454 | 0.182 |
| S421 | 0.161 | 0.718 | 0.052 | 0.672 | 0.676 | 0.167 |
| S455 | 0.161 | 1.022 | 0.005 | 0.944 | 0.880 | 0.164 |
| S429 | 0.161 | 1.266 | 0.031 | 0.905 | 1.026 | 0.151 |
| S352 | 0.161 | 0.657 | 0.042 | 0.576 | 0.709 | 0.133 |
| S313 | 0.161 | 0.711 | 0.036 | 0.602 | 0.727 | 0.143 |
| S201 | 0.161 | 1.008 | 0.036 | 0.712 | 0.857 | 0.146 |
| S054 | 0.161 | 0.576 | 0.057 | 0.535 | 0.665 | 0.141 |
| S004 | 0.161 | 1.051 | 0.010 | 0.800 | 0.769 | 0.156 |
| S127 | 0.160 | 1.396 | 0.021 | 1.066 | 1.692 | 0.182 |
| S071 | 0.159 | 0.748 | 0.016 | 0.836 | 0.506 | 0.206 |
| S413 | 0.159 | 0.909 | 0.057 | 0.689 | 0.736 | 0.195 |
| S489 | 0.159 | 0.692 | 0.026 | 0.576 | 0.693 | 0.191 |
| S011 | 0.159 | 0.755 | 0.042 | 0.657 | 0.687 | 0.185 |
| S380 | 0.159 | 0.610 | 0.083 | 0.628 | 0.633 | 0.175 |
| S308 | 0.159 | 0.605 | 0.016 | 0.536 | 0.605 | 0.174 |
| S194 | 0.159 | 0.755 | 0.073 | 0.666 | 0.558 | 0.169 |
| S376 | 0.159 | 0.683 | 0.099 | 0.465 | 0.572 | 0.141 |
| S372 | 0.159 | 0.685 | 0.026 | 0.556 | 0.742 | 0.133 |
| S363 | 0.159 | 1.236 | 0.099 | 0.918 | 1.440 | 0.156 |
| S302 | 0.159 | 0.995 | 0.021 | 0.696 | 0.817 | 0.154 |
| S212 | 0.159 | 0.702 | 0.042 | 0.663 | 0.720 | 0.154 |
| S187 | 0.157 | 1.300 | 0.073 | 0.828 | 1.053 | 0.141 |
| S068 | 0.156 | 1.011 | 0.052 | 0.624 | 0.786 | 0.185 |
| S255 | 0.156 | 0.647 | 0.042 | 0.574 | 0.659 | 0.182 |
| S114 | 0.156 | 0.571 | 0.042 | 0.528 | 0.627 | 0.174 |
| S268 | 0.156 | 0.646 | 0.047 | 0.630 | 0.546 | 0.167 |
| S395 | 0.156 | 0.612 | 0.036 | 0.530 | 0.674 | 0.109 |
| S215 | 0.156 | 0.657 | 0.047 | 0.538 | 0.653 | 0.154 |
| S291 | 0.154 | 1.003 | 0.026 | 0.837 | 0.675 | 0.203 |
| S234 | 0.154 | 0.954 | 0.026 | 0.664 | 0.733 | 0.190 |
| S032 | 0.154 | 0.550 | 0.031 | 0.585 | 0.500 | 0.167 |
| S275 | 0.154 | 0.565 | 0.036 | 0.546 | 0.584 | 0.141 |
| S420 | 0.151 | 1.205 | 0.146 | 1.147 | 0.768 | 0.160 |
| S379 | 0.151 | 0.554 | 0.073 | 0.494 | 0.468 | 0.195 |
| S315 | 0.151 | 0.728 | 0.047 | 1.003 | 0.700 | 0.195 |
| S423 | 0.151 | 0.961 | 0.036 | 0.577 | 0.725 | 0.174 |
| S473 | 0.151 | 0.837 | 0.104 | 0.621 | 0.699 | 0.109 |
| S403 | 0.151 | 1.077 | 0.052 | 0.502 | 0.776 | 0.151 |
| S119 | 0.149 | 1.968 | 0.021 | 1.564 | 2.123 | 0.152 |
| S498 | 0.148 | 0.715 | 0.042 | 0.587 | 0.616 | 0.198 |
| S088 | 0.148 | 1.056 | 0.026 | 0.878 | 0.754 | 0.180 |
| S077 | 0.148 | 0.884 | 0.057 | 1.019 | 0.901 | 0.169 |
| S436 | 0.148 | 0.660 | 0.036 | 0.550 | 0.553 | 0.167 |
| S165 | 0.148 | 0.908 | 0.021 | 0.679 | 1.038 | 0.156 |
| S391 | 0.148 | 0.810 | 0.031 | 0.639 | 0.839 | 0.151 |
| S482 | 0.148 | 0.772 | 0.031 | 0.500 | 0.856 | 0.122 |
| S261 | 0.148 | 0.714 | 0.031 | 0.674 | ||
| S155 | 0.148 | 0.688 | 0.042 | 0.838 | 0.841 | 0.122 |
| S147 | 0.148 | 0.946 | 0.016 | 0.682 | ||
| S369 | 0.146 | 0.680 | 0.036 | 0.536 | 0.665 | 0.169 |
| S057 | 0.146 | 0.645 | 0.021 | 0.562 | 0.695 | 0.159 |
| S440 | 0.146 | 1.028 | 0.036 | 0.817 | 1.058 | 0.151 |
| S493 | 0.146 | 0.733 | 0.026 | 0.550 | 0.649 | 0.112 |
| S462 | 0.146 | 0.901 | 0.042 | 0.780 | 1.038 | 0.130 |
| S256 | 0.146 | 0.716 | 0.021 | 0.594 | 0.734 | 0.120 |
| S240 | 0.146 | 0.768 | 0.042 | 0.536 | 0.678 | 0.117 |
| S236 | 0.146 | 0.861 | 0.000 | 0.635 | 0.786 | 0.133 |
| S213 | 0.146 | 0.653 | 0.036 | 0.549 | 0.712 | 0.135 |
| S074 | 0.146 | 0.730 | 0.052 | 0.533 | 0.667 | 0.143 |
| S058 | 0.146 | 0.609 | 0.036 | 0.596 | ||
| S288 | 0.143 | 0.881 | 0.016 | 0.691 | 0.492 | 0.240 |
| S355 | 0.143 | 0.737 | 0.026 | 0.698 | 0.677 | 0.167 |
| S491 | 0.143 | 0.593 | 0.068 | 0.525 | 0.645 | 0.146 |
| S339 | 0.143 | 0.859 | 0.068 | 0.831 | ||
| S084 | 0.143 | 0.932 | 0.000 | 0.966 | 0.877 | 0.141 |
| S317 | 0.141 | 0.692 | 0.026 | 0.620 | 0.584 | 0.180 |
| S404 | 0.141 | 1.462 | 0.010 | 1.049 | 1.623 | 0.172 |
| S164 | 0.141 | 0.512 | 0.010 | 0.629 | 0.496 | 0.167 |
| S273 | 0.141 | 0.699 | 0.094 | 0.677 | 0.695 | 0.157 |
| S325 | 0.141 | 1.068 | 0.016 | 0.859 | 0.973 | 0.156 |
| S471 | 0.141 | 0.844 | 0.057 | 0.799 | ||
| S343 | 0.141 | 0.761 | 0.010 | 0.686 | 0.717 | 0.122 |
| S202 | 0.141 | 0.641 | 0.062 | 0.513 | 0.658 | 0.125 |
| S142 | 0.141 | 0.518 | 0.083 | 0.485 | 0.565 | 0.133 |
| S045 | 0.141 | 0.730 | 0.010 | 0.912 | 0.762 | 0.128 |
| S160 | 0.138 | 0.640 | 0.057 | 0.526 | 0.581 | 0.198 |
| S387 | 0.138 | 0.679 | 0.036 | 0.637 | 0.651 | 0.174 |
| S274 | 0.138 | 0.731 | 0.036 | 0.738 | 0.748 | 0.151 |
| S392 | 0.138 | 0.738 | 0.042 | 0.727 | 0.694 | 0.130 |
| S368 | 0.138 | 0.854 | 0.047 | 0.707 | 0.720 | 0.120 |
| S179 | 0.138 | 0.738 | 0.026 | 0.725 | 0.935 | 0.109 |
| S168 | 0.138 | 0.631 | 0.078 | 0.646 | 0.738 | 0.130 |
| S138 | 0.138 | 0.888 | 0.031 | 0.629 | 0.879 | 0.107 |
| S340 | 0.136 | 1.142 | 0.047 | 1.066 | 1.200 | 0.131 |
| S428 | 0.135 | 0.736 | 0.068 | 0.569 | 0.611 | 0.169 |
| S015 | 0.135 | 0.580 | 0.047 | 0.643 | 0.556 | 0.151 |
| S381 | 0.135 | 0.794 | 0.021 | 0.679 | 0.737 | 0.125 |
| S118 | 0.135 | 1.150 | 0.005 | 0.974 | ||
| S098 | 0.134 | 0.993 | 0.021 | 0.849 | ||
| S461 | 0.133 | 0.692 | 0.042 | 0.569 | 0.557 | 0.188 |
| S464 | 0.133 | 0.690 | 0.073 | 0.582 | 0.572 | 0.167 |
| S394 | 0.133 | 0.642 | 0.021 | 0.590 | 0.742 | 0.156 |
| S219 | 0.133 | 0.907 | 0.016 | 0.718 | 0.798 | 0.135 |
| S148 | 0.133 | 0.764 | 0.062 | 0.778 | 0.785 | 0.107 |
| S095 | 0.133 | 1.531 | 0.021 | 0.931 | 1.470 | 0.117 |
| S041 | 0.130 | 0.751 | 0.052 | 0.672 | 0.665 | 0.177 |
| S171 | 0.130 | 1.159 | 0.036 | 0.856 | 0.940 | 0.172 |
| S208 | 0.130 | 1.116 | 0.026 | 0.804 | 1.126 | 0.159 |
| S180 | 0.130 | 0.742 | 0.031 | 0.616 | 0.679 | 0.151 |
| S081 | 0.130 | 0.733 | 0.021 | 0.718 | 0.654 | 0.146 |
| S185 | 0.130 | 0.802 | 0.005 | 0.579 | 0.628 | 0.143 |
| S060 | 0.130 | 0.947 | 0.042 | 0.695 | 1.059 | 0.141 |
| S075 | 0.130 | 1.089 | 0.068 | 0.890 | 1.032 | 0.135 |
| S500 | 0.130 | 1.020 | 0.016 | 0.753 | 0.821 | 0.083 |
| S460 | 0.130 | 0.647 | 0.036 | 0.583 | 0.628 | 0.117 |
| S427 | 0.130 | 0.672 | 0.036 | 0.601 | 0.595 | 0.117 |
| S243 | 0.130 | 0.705 | 0.000 | 0.676 | 0.654 | 0.130 |
| S091 | 0.130 | 0.673 | 0.031 | 0.561 | ||
| S365 | 0.128 | 0.828 | 0.000 | 0.658 | 0.715 | 0.167 |
| S231 | 0.128 | 0.784 | 0.016 | 0.644 | 0.644 | 0.154 |
| S037 | 0.128 | 0.965 | 0.047 | 0.756 | 0.823 | 0.151 |
| S051 | 0.128 | 0.753 | 0.016 | 0.569 | 0.653 | 0.141 |
| S016 | 0.128 | 0.678 | 0.021 | 0.605 | 0.515 | 0.138 |
| S018 | 0.128 | 0.816 | 0.052 | 0.682 | 0.717 | 0.135 |
| S446 | 0.128 | 0.838 | 0.010 | 0.838 | 0.735 | 0.120 |
| S357 | 0.128 | 0.837 | 0.000 | 0.636 | 0.838 | 0.107 |
| S318 | 0.128 | 1.066 | 0.000 | 0.955 | ||
| S061 | 0.126 | 1.281 | 0.021 | 0.593 | 0.868 | 0.141 |
| S463 | 0.125 | 0.841 | 0.026 | 0.659 | 0.858 | 0.199 |
| S055 | 0.125 | 0.756 | 0.057 | 0.553 | 0.596 | 0.167 |
| S416 | 0.125 | 1.056 | 0.026 | 1.011 | 0.899 | 0.148 |
| S431 | 0.125 | 0.664 | 0.036 | 0.772 | 0.630 | 0.133 |
| S141 | 0.125 | 0.657 | 0.062 | 0.572 | 0.640 | 0.125 |
| S031 | 0.125 | 0.780 | 0.016 | 0.669 | 0.751 | 0.104 |
| S005 | 0.125 | 0.877 | 0.000 | 0.999 | 0.731 | 0.091 |
| S182 | 0.123 | 1.166 | 0.031 | 0.846 | 0.781 | 0.135 |
| S010 | 0.122 | 1.152 | 0.068 | 1.439 | 0.968 | 0.159 |
| S271 | 0.122 | 1.322 | 0.026 | 0.993 | 1.175 | 0.141 |
| S099 | 0.122 | 0.691 | 0.016 | 0.696 | 0.636 | 0.141 |
| S238 | 0.122 | 0.965 | 0.031 | 0.738 | 0.843 | 0.138 |
| S415 | 0.122 | 1.296 | 0.021 | 0.780 | 0.954 | 0.130 |
| S027 | 0.122 | 0.730 | 0.010 | 0.706 | 0.672 | 0.102 |
| S378 | 0.120 | 1.135 | 0.016 | 0.781 | 0.810 | 0.146 |
| S393 | 0.120 | 0.681 | 0.031 | 0.537 | 0.612 | 0.125 |
| S426 | 0.120 | 0.930 | 0.005 | 0.711 | ||
| S134 | 0.120 | 0.688 | 0.021 | 0.635 | 0.681 | 0.117 |
| S433 | 0.117 | 1.244 | 0.016 | 0.732 | 1.118 | 0.135 |
| S354 | 0.117 | 0.920 | 0.016 | 0.648 | 0.868 | 0.128 |
| S204 | 0.117 | 0.719 | 0.026 | 0.623 | 0.644 | 0.117 |
| S169 | 0.117 | 1.828 | 0.036 | 1.431 | ||
| S028 | 0.117 | 0.887 | 0.052 | 0.775 | 0.835 | 0.102 |
| S241 | 0.115 | 0.740 | 0.109 | 0.587 | 0.607 | 0.190 |
| S176 | 0.115 | 1.080 | 0.016 | 0.606 | 1.001 | 0.146 |
| S056 | 0.115 | 0.664 | 0.052 | 0.568 | 0.596 | 0.146 |
| S106 | 0.115 | 0.581 | 0.016 | 0.543 | ||
| S364 | 0.112 | 0.829 | 0.068 | 0.607 | 0.618 | 0.161 |
| S432 | 0.112 | 1.023 | 0.005 | 0.869 | 0.934 | 0.141 |
| S184 | 0.111 | 1.733 | 0.016 | 1.934 | 2.264 | 0.226 |
| S297 | 0.109 | 0.788 | 0.036 | 0.593 | 0.678 | 0.148 |
| S159 | 0.109 | 0.738 | 0.036 | 0.724 | 0.673 | 0.125 |
| S457 | 0.109 | 0.834 | 0.047 | 0.694 | 0.793 | 0.109 |
| S382 | 0.109 | 0.938 | 0.052 | 0.920 | ||
| S401 | 0.107 | 1.062 | 0.010 | 0.683 | 0.944 | 0.109 |
| S069 | 0.107 | 0.893 | 0.010 | 0.859 | ||
| S078 | 0.104 | 1.021 | 0.000 | 1.016 | 0.823 | 0.128 |
| S257 | 0.104 | 1.620 | 0.016 | 1.348 | 1.287 | 0.112 |
| S400 | 0.104 | 0.915 | 0.031 | 0.811 | 0.851 | 0.109 |
| S492 | 0.102 | 0.754 | 0.010 | 0.698 | 0.874 | 0.086 |
| S412 | 0.099 | 0.782 | 0.026 | 0.672 | 0.968 | 0.073 |
| S090 | 0.096 | 0.809 | 0.026 | 0.610 | 0.697 | 0.109 |
| S322 | 0.096 | 0.690 | 0.016 | 0.599 | 0.582 | 0.107 |
| S049 | 0.096 | 0.968 | 0.042 | 0.990 | 1.094 | 0.097 |
| S406 | 0.096 | 0.748 | 0.010 | 0.537 | 0.807 | 0.086 |
| S293 | 0.096 | 0.965 | 0.031 | 1.032 | 0.812 | 0.081 |
| S170 | 0.094 | 0.970 | 0.032 | 0.891 | 0.875 | 0.110 |
| S451 | 0.094 | 0.884 | 0.021 | 0.816 | 0.760 | 0.115 |
| S012 | 0.094 | 0.928 | 0.016 | 0.699 | 0.746 | 0.104 |
| S029 | 0.094 | 0.924 | 0.068 | 0.875 | ||
| S327 | 0.086 | 0.933 | 0.005 | 0.690 | 1.036 | 0.096 |
plot_distribution <- function(data) {
data |>
estimate_density(select = "RT", at = c("Participant", "Task", "Block")) |>
group_by(Participant) |>
normalize(select = "y") |>
ungroup() |>
mutate(
# Participant = fct_relevel(Participant, as.character(table$Participant)),
color = case_when(
Participant %in% outliers_perceptual & Task == "Perceptual" ~ "red",
Participant %in% outliers_illusion1 & Task == "Illusion_Session1" ~ "red",
Participant %in% outliers_illusion2 & Task == "Illusion_Session2" ~ "red",
Participant %in% outliers_perceptual_block2 & Task == "Perceptual" ~ "orange",
Participant %in% outliers_illusion1_block2 & Task == "Illusion_Session1" ~ "orange",
TRUE ~ "blue"
),
Task = fct_recode(Task,
"Illusion task (session 1)" = "Illusion_Session1",
# "Illusion task (session 2)" = "Illusion_Session2",
"Perceptual task" = "Perceptual"
)
) |>
ggplot(aes(x = x, y = y)) +
geom_area(data = normalize(estimate_density(data, select = "RT"), select = "y"), alpha = 0.2) +
geom_line(aes(color = color, group = interaction(Participant, Block), linetype = Block), size = 0.5) +
# geom_vline(xintercept = 0.125, linetype = "dashed", color = "red", size = 0.5) +
scale_color_manual(values = c("red" = "#F44336", "orange" = "#FF9800", "blue" = "blue"), guide = "none") +
scale_x_continuous(expand = c(0, 0)) +
scale_y_continuous(expand = c(0, 0)) +
coord_cartesian(xlim = c(0, 2)) +
theme_modern() +
theme(axis.text.y = element_blank(),
axis.line.y = element_blank(),
strip.text.y = element_text(size = rel(0.6))) +
facet_grid(Participant ~ Task) +
labs(y = "", x = "Reaction Time (s)")
}
p <- list()
for(i in 1:5) {
p[[i]] <- data |>
filter((as.numeric(gsub("\\D", "", Participant)) > (i - 1) * 100) & (as.numeric(gsub("\\D", "", Participant)) <= 100 * i)) |>
plot_distribution()
}
p <- patchwork::wrap_plots(p, ncol=5, nrow=1) + plot_layout(guides = "collect")
ggsave("figures/1_Preprocessing-p_outliers_RT.png", p, width = 7*5, height = 24, dpi = 150)
knitr::include_graphics("figures/1_Preprocessing-p_outliers_RT.png")
illusion1 <- filter(illusion1, !Participant %in% outliers_illusion1)
illusion1 <- filter(illusion1, !(Participant %in% outliers_illusion1_block2 & Block == 2))
illusion2 <- filter(illusion2, !Participant %in% outliers_illusion2)
perceptual <- filter(perceptual, !Participant %in% outliers_perceptual)
perceptual <- filter(perceptual, !(Participant %in% outliers_perceptual_block2 & Block == 2))
For each block, we computed the error rate and, if more than 50%, we discarded the whole block (as it likely indicates that instructions got mixed up, for instance participants were selecting the smaller instead of the bigger circle).
data <- rbind(illusion1, illusion2, perceptual) |>
group_by(Participant, Task, Illusion_Type, Block) |>
summarize(ErrorRate_per_block = sum(Error) / n()) |>
ungroup() |>
arrange(desc(ErrorRate_per_block))
data |>
estimate_density(at = c("Task", "Illusion_Type", "Block"), method = "KernSmooth") |>
ggplot(aes(x = x, y = y)) +
geom_line(aes(color = Illusion_Type, linetype = Block)) +
geom_vline(xintercept = 0.5, linetype = "dashed") +
scale_x_continuous(expand = c(0, 0)) +
scale_y_continuous(expand = c(0, 0)) +
scale_color_manual(values = c("Ebbinghaus" = "#2196F3", "MullerLyer" = "#4CAF50", "VerticalHorizontal" = "#FF5722")) +
labs(y = "Distribution", x = "Error Rate") +
theme_modern() +
facet_wrap(~Task)
remove_badblocks <- function(df) {
n <- nrow(df)
df <- df |>
group_by(Participant, Illusion_Type, Block) |>
mutate(ErrorRate_per_block = sum(Error) / n()) |>
ungroup() |>
filter(ErrorRate_per_block < 0.5) |>
select(-ErrorRate_per_block)
text <- paste0(
"We removed ",
n - nrow(df),
" (",
insight::format_value((n - nrow(df)) / n, as_percent = TRUE),
") trials belonging to bad blocks."
)
list(data = df, text = text)
}
out <- remove_badblocks(illusion1)
print(paste("Illusion (session 1):", out$text))
[1] “Illusion (session 1): We removed 704 (0.37%) trials belonging to bad blocks.”
illusion1 <- out$data
out <- remove_badblocks(illusion2)
print(paste("Illusion (session 2):", out$text))
[1] “Illusion (session 2): We removed 512 (0.30%) trials belonging to bad blocks.”
illusion2 <- out$data
out <- remove_badblocks(perceptual)
print(paste("Perceptual task:", out$text))
[1] “Perceptual task: We removed 544 (0.57%) trials belonging to bad blocks.”
perceptual <- out$data
check_trials <- function(df) {
data <- df |>
mutate(Outlier = ifelse(RT >= 10, TRUE, FALSE)) |>
group_by(Participant) |>
mutate(Outlier = ifelse(RT < 0.125 | standardize(RT, robust = TRUE) > 4, TRUE, Outlier)) |>
ungroup()
p1 <- data |>
filter(RT < 10) |>
estimate_density(select = "RT", at = "Participant") |>
group_by(Participant) |>
normalize(select = "y") |>
ungroup() |>
merge(data |>
group_by(Participant) |>
mutate(Threshold = median(RT) + 4 * mad(RT)) |>
filter(Error == 0) |>
summarize(Threshold = mean(Threshold))) |>
mutate(Outlier = ifelse(x >= Threshold, TRUE, FALSE)) |>
ggplot(aes(x = x, y = y)) +
geom_area(data = normalize(estimate_density(filter(data, RT < 10), select = "RT"), select = "y"), alpha = 0.2) +
geom_line(aes(color = Participant, linetype = Outlier), alpha = 0.2) +
geom_vline(xintercept = c(125), linetype = "dashed", color = "red") +
scale_color_material_d("rainbow", guide = "none") +
scale_x_continuous(expand = c(0, 0)) +
scale_y_continuous(expand = c(0, 0)) +
guides(linetype = "none") +
coord_cartesian(xlim = c(0, 5)) +
theme_modern() +
theme(axis.text.y = element_blank()) +
labs(y = "", x = "Reaction Time (s)")
p2 <- data |>
group_by(Participant) |>
summarize(Outlier = sum(Outlier) / nrow(illusion1)) |>
mutate(Participant = fct_reorder(Participant, Outlier)) |>
ggplot(aes(x = Participant, y = Outlier)) +
geom_bar(stat = "identity", aes(fill = Participant)) +
scale_fill_material_d("rainbow", guide = "none") +
scale_x_discrete(expand = c(0, 0)) +
scale_y_continuous(expand = c(0, 0), labels = scales::percent) +
see::theme_modern() +
theme(axis.text.x = element_blank()) +
labs(y = "Percentage of outlier trials")
text <- paste0(
"We removed ",
sum(data$Outlier),
" (",
insight::format_value(sum(data$Outlier) / nrow(data), as_percent = TRUE),
") outlier trials (125 ms < RT < 4 MAD above median)."
)
data <- filter(data, Outlier == FALSE)
data$Outlier <- NULL
list(p = p1 / p2, data = data, text = text)
}
out <- check_trials(illusion1)
print(paste("Illusion (session 1):", out$text))
[1] “Illusion (session 1): We removed 6735 (3.55%) outlier trials (125 ms < RT < 4 MAD above median).”
out$p
illusion1 <- out$data
out <- check_trials(illusion2)
print(paste("Illusion (session 2):", out$text))
[1] “Illusion (session 2): We removed 6009 (3.50%) outlier trials (125 ms < RT < 4 MAD above median).”
out$p
illusion2 <- out$data
out <- check_trials(perceptual)
print(paste("Perceptual task:", out$text))
[1] “Perceptual task: We removed 4664 (4.92%) outlier trials (125 ms < RT < 4 MAD above median).”
out$p
perceptual <- out$data
We compute a multivariate outlier score.
outliers <- sub |>
select(AttentionCheck_Session1,
IPIP6_RT, PID5_RT, GCBS_RT, ASQ_RT, LIE_RT, SPQ_RT,
IPIP6_SD, PID5_SD, GCBS_SD, ASQ_SD, LIE_SD, SPQ_SD,
PHQ4_SD) |>
standardize() |>
performance::check_outliers(method = c("mahalanobis", "mahalanobis_robust", "mcd", "ics"))
sub$Outlier_Questionnaire <- as.data.frame(outliers)$Outlier
# outliers
# < 0.80 to the average attention check and 1 in outlier score
outliers_questionnaires <- c(
"S003", "S008", "S047", "S068", "S110", "S127", "S151", "S189", "S261", "S266", "S390", "S489", "S494"
)
We removed the questionnaire data from 13 participants upon inspection of attention checks and time taken to complete each questionnaires.
table <- sub |>
mutate(
Outlier_Task1 = Participant %in% outliers_illusion1,
Outlier_Task1b = Participant %in% outliers_illusion1_block2 / 2,
Outlier_Task2 = Participant %in% outliers_illusion2,
Outlier_Task3 = Participant %in% outliers_perceptual,
Outlier_Task3b = Participant %in% outliers_perceptual_block2 / 2,
Outlier_Tasks = Outlier_Task1 + Outlier_Task1b +
Outlier_Task2 +
Outlier_Task3 + Outlier_Task3b
) |>
select(
Participant,
Outlier_Tasks,
Outlier_Questionnaire,
AttentionCheck_Session1,
IPIP6_RT, PID5_RT, ASQ_RT, SPQ_RT,
IPIP6_SD, PID5_SD, PHQ4_SD,
AttentionCheck_Session2,
BPD_RT, MAIA_RT, PI_RT,
BPD_SD, MAIA_SD, PI_SD
) |>
# mutate(across(ends_with("IPIP6_RT") | ends_with("IPIP6_SD"), standardize)) |>
# arrange(desc(Outlier_Tasks), AttentionCheck_Session1)
arrange(desc(Participant))
t <- data.frame(Participant = c("Average"), t(sapply(table[2:ncol(table)], mean, na.rm = TRUE))) |>
rbind(table) |>
knitr::kable() |>
kableExtra::row_spec(1, italic = TRUE) |>
kableExtra::row_spec(which(table$Participant %in% outliers_questionnaires) + 1, background = "#EF9A9A")
for (i in 2:ncol(table)) {
t <- kableExtra::column_spec(
t, i,
color = "white",
background = kableExtra::spec_color(
c(NA, table[[i]]),
option = "D",
alpha = 1,
# direction = ifelse(str_detect(names(table)[i], "_SD|Outlier"), 1, -1),
na_color = "white",
)
)
}
t |>
kableExtra::row_spec(1, background = "grey") |>
kableExtra::kable_styling(full_width = TRUE, font_size = 9) |>
kableExtra::scroll_box(width = "100%", height = "500px")
| Participant | Outlier_Tasks | Outlier_Questionnaire | AttentionCheck_Session1 | IPIP6_RT | PID5_RT | ASQ_RT | SPQ_RT | IPIP6_SD | PID5_SD | PHQ4_SD | AttentionCheck_Session2 | BPD_RT | MAIA_RT | PI_RT | BPD_SD | MAIA_SD | PI_SD |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Average | 0.025 | 0.147 | 0.966 | 1.757 | 2.518 | 2.644 | 3.086 | 0.191 | 0.679 | 0.397 | 0.987 | 1.306 | 3.586 | 3.560 | 0.257 | 0.142 | 0.825 |
| S500 | 0.000 | 0.000 | 1.000 | 2.152 | 2.515 | 2.119 | 3.357 | 0.080 | 0.589 | 0.354 | 1.000 | 1.338 | 3.939 | 4.077 | 0.078 | 0.064 | 0.556 |
| S499 | 0.000 | 0.000 | 1.000 | 1.358 | 1.247 | 1.449 | 2.843 | 0.141 | 0.597 | 0.000 | 1.000 | 1.404 | 1.909 | 1.935 | 0.043 | 0.151 | 0.789 |
| S498 | 0.000 | 0.000 | 1.000 | 1.410 | 2.037 | 2.403 | 3.236 | 0.261 | 0.780 | 0.354 | 1.000 | 1.955 | 3.037 | 3.718 | 0.386 | 0.136 | 1.304 |
| S497 | 0.000 | 0.500 | 1.000 | 1.334 | 4.179 | 1.574 | 2.262 | 0.274 | 0.974 | 0.707 | 1.000 | 1.128 | 2.601 | 3.026 | 0.188 | 0.150 | 0.552 |
| S496 | 0.000 | 0.000 | 1.000 | 2.285 | 1.544 | 1.588 | 1.692 | 0.240 | 0.769 | 0.707 | 1.000 | 0.980 | 2.365 | 2.782 | 0.323 | 0.272 | 0.734 |
| S495 | 0.000 | 0.000 | 0.939 | 1.070 | 1.668 | 1.902 | 2.171 | 0.175 | 0.817 | 0.354 | 1.000 | 0.911 | 2.016 | 3.118 | 0.218 | 0.094 | 0.772 |
| S494 | 0.000 | 0.500 | 0.668 | 1.350 | 0.996 | 1.223 | 1.337 | 0.211 | 0.508 | 0.000 | 0.710 | 0.961 | 1.519 | 1.759 | 0.253 | 0.066 | 0.995 |
| S493 | 0.000 | 0.000 | 1.000 | 0.855 | 1.174 | 1.286 | 1.566 | 0.136 | 0.713 | 0.000 | 1.000 | 0.792 | 1.758 | 2.067 | 0.297 | 0.142 | 0.445 |
| S492 | 0.000 | 0.000 | 1.000 | 1.815 | 1.971 | 2.290 | 2.577 | 0.166 | 0.597 | 0.000 | 1.000 | 1.057 | 2.473 | 2.588 | 0.295 | 0.155 | 0.755 |
| S491 | 0.000 | 0.000 | 1.000 | 1.547 | 1.894 | 3.160 | 3.661 | 0.178 | 0.309 | 0.354 | 1.000 | 1.101 | 4.649 | 4.824 | 0.076 | 0.173 | 0.995 |
| S490 | 0.000 | 0.000 | 1.000 | 1.008 | 1.660 | 1.690 | 1.944 | 0.168 | 0.933 | 0.000 | 1.000 | 0.646 | 2.321 | 2.307 | 0.234 | 0.167 | 0.773 |
| S489 | 0.000 | 0.500 | 0.772 | 1.425 | 1.728 | 1.942 | 2.380 | 0.296 | 0.597 | 1.061 | 0.910 | 0.944 | 2.591 | 2.818 | 0.210 | 0.109 | 0.628 |
| S488 | 0.000 | 0.000 | 1.000 | 3.671 | 3.699 | 3.928 | 5.844 | 0.114 | 0.268 | 0.000 | |||||||
| S487 | 0.000 | 0.250 | 0.799 | 1.148 | 1.954 | 2.538 | 2.899 | 0.150 | 0.288 | 0.354 | 0.863 | 0.983 | 2.871 | 3.307 | 0.245 | 0.105 | 0.500 |
| S486 | 0.000 | 0.000 | 1.000 | 1.289 | 2.222 | 2.475 | 2.942 | 0.206 | 0.753 | 0.354 | 1.000 | 0.915 | 3.154 | 3.167 | 0.264 | 0.163 | 0.825 |
| S485 | 0.000 | 0.000 | 1.000 | 0.985 | 1.331 | 1.218 | 1.556 | 0.148 | 0.793 | 0.000 | 1.000 | 1.093 | 2.073 | 3.135 | 0.407 | 0.150 | 0.642 |
| S484 | 0.000 | 0.000 | 1.000 | 1.103 | 1.128 | 1.778 | 1.908 | 0.147 | 0.219 | 0.000 | 1.000 | 0.610 | 2.373 | 2.760 | 0.078 | 0.100 | 0.700 |
| S483 | 0.000 | 0.000 | 1.000 | 1.078 | 1.528 | 2.180 | 2.185 | 0.096 | 0.559 | 0.000 | 1.000 | 0.978 | 2.504 | 2.734 | 0.310 | 0.105 | 0.499 |
| S482 | 0.000 | 0.000 | 0.893 | 2.017 | 2.087 | 2.301 | 2.726 | 0.175 | 0.825 | 0.000 | 1.000 | 0.692 | 2.663 | 2.723 | 0.105 | 0.107 | 0.961 |
| S481 | 0.000 | 0.000 | 1.000 | 1.491 | 1.903 | 1.921 | 2.422 | 0.221 | 0.623 | 0.354 | 1.000 | 0.885 | 2.998 | 3.084 | 0.322 | 0.139 | 0.913 |
| S480 | 0.000 | 0.500 | 0.994 | 1.217 | 2.055 | 1.730 | 2.726 | 0.145 | 0.820 | 0.354 | 1.000 | 1.132 | 2.509 | 2.880 | 0.208 | 0.125 | 0.842 |
| S479 | 0.000 | 0.000 | 1.000 | 2.022 | 2.098 | 2.393 | 3.819 | 0.109 | 0.450 | 0.354 | |||||||
| S478 | 0.000 | 0.000 | 1.000 | 1.020 | 1.765 | 2.004 | 2.980 | 0.081 | 0.528 | 0.000 | 1.000 | 1.093 | 1.997 | 2.424 | 0.239 | 0.034 | 0.383 |
| S477 | 0.000 | 0.000 | 1.000 | 1.345 | 2.031 | 3.069 | 2.267 | 0.177 | 0.288 | 0.000 | 1.000 | 1.031 | 2.566 | 2.560 | 0.079 | 0.129 | 1.002 |
| S476 | 0.000 | 0.000 | 1.000 | 1.173 | 1.378 | 1.441 | 1.822 | 0.216 | 0.854 | 0.707 | 1.000 | 1.840 | 1.781 | 2.437 | 0.171 | 0.130 | 0.726 |
| S475 | 0.000 | 0.000 | 1.000 | 3.121 | 2.987 | 3.611 | 3.808 | 0.248 | 0.358 | 0.354 | |||||||
| S474 | 0.000 | 0.000 | 1.000 | 2.046 | 3.418 | 2.702 | 4.368 | 0.102 | 0.597 | 0.354 | 1.000 | 1.440 | 2.877 | 3.341 | 0.235 | 0.094 | 0.519 |
| S473 | 0.000 | 0.000 | 0.964 | 1.721 | 2.013 | 2.245 | 3.805 | 0.189 | 0.636 | 0.354 | 1.000 | 1.400 | 2.935 | 3.071 | 0.366 | 0.176 | 0.694 |
| S472 | 0.000 | 0.000 | 0.996 | 1.055 | 1.887 | 1.906 | 2.766 | 0.253 | 0.892 | 0.707 | 1.000 | 1.543 | 3.843 | 3.068 | 0.233 | 0.082 | 0.502 |
| S471 | 0.000 | 0.000 | 1.000 | 1.194 | 2.236 | 2.027 | 3.571 | 0.128 | 0.733 | 1.061 | |||||||
| S470 | 0.000 | 1.000 | 0.906 | 1.657 | 2.900 | 36.735 | 3.249 | 0.192 | 0.765 | 0.000 | 1.000 | 1.486 | 3.899 | 4.254 | 0.088 | 0.136 | 0.852 |
| S469 | 0.000 | 0.500 | 0.929 | 1.936 | 4.377 | 2.366 | 4.967 | 0.194 | 0.939 | 0.000 | 1.000 | 1.223 | 2.507 | 5.538 | 0.231 | 0.315 | 1.205 |
| S468 | 0.000 | 0.000 | 1.000 | 1.721 | 2.148 | 2.389 | 3.304 | 0.106 | 0.802 | 0.000 | |||||||
| S467 | 0.000 | 0.500 | 0.981 | 3.028 | 5.796 | 5.871 | 6.819 | 0.067 | 0.577 | 0.354 | 1.000 | 1.424 | 4.669 | 3.812 | 0.181 | 0.037 | 0.571 |
| S466 | 0.000 | 0.000 | 0.929 | 0.992 | 1.659 | 1.935 | 2.350 | 0.117 | 0.999 | 0.707 | 1.000 | 0.703 | 1.488 | 1.945 | 0.389 | 0.213 | 0.938 |
| S465 | 0.000 | 0.500 | 1.000 | 2.655 | 6.778 | 2.986 | 3.717 | 0.121 | 0.686 | 0.354 | 1.000 | 1.953 | 3.967 | 4.020 | 0.371 | 0.090 | 0.747 |
| S464 | 0.000 | 0.000 | 1.000 | 1.346 | 1.734 | 1.858 | 2.873 | 0.164 | 0.822 | 0.354 | 0.993 | 0.879 | 3.021 | 2.574 | 0.129 | 0.181 | 0.863 |
| S463 | 0.000 | 0.500 | 1.000 | 1.144 | 2.580 | 4.053 | 3.803 | 0.170 | 0.736 | 0.707 | 1.000 | 0.786 | 1.300 | 1.915 | 0.256 | 0.075 | 0.669 |
| S462 | 0.000 | 0.500 | 1.000 | 2.981 | 3.195 | 3.622 | 5.789 | 0.181 | 0.597 | 0.000 | 1.000 | 3.737 | 5.439 | 5.132 | 0.258 | 0.215 | 1.263 |
| S461 | 0.000 | 0.000 | 0.996 | 1.627 | 1.803 | 1.882 | 2.838 | 0.224 | 0.675 | 0.000 | 1.000 | 0.811 | 1.839 | 2.267 | 0.217 | 0.138 | 1.072 |
| S460 | 0.000 | 0.000 | 1.000 | 0.973 | 1.492 | 2.015 | 2.327 | 0.170 | 0.880 | 0.707 | 1.000 | 1.892 | 5.263 | 4.954 | 0.262 | 0.075 | 0.979 |
| S459 | 0.000 | 0.500 | 0.857 | 2.207 | 4.385 | 3.471 | 4.551 | 0.372 | 0.750 | 0.707 | 1.000 | 2.021 | 4.535 | 4.174 | 0.314 | 0.113 | 0.568 |
| S458 | 0.000 | 0.000 | 1.000 | 1.413 | 1.572 | 1.795 | 2.028 | 0.212 | 0.366 | 0.000 | 1.000 | 0.878 | 2.308 | 2.953 | 0.238 | 0.131 | 0.764 |
| S457 | 0.000 | 0.000 | 0.964 | 1.023 | 1.508 | 1.613 | 1.913 | 0.292 | 0.598 | 0.354 | 1.000 | 0.654 | 2.160 | 2.092 | 0.298 | 0.137 | 0.555 |
| S456 | 0.000 | 0.000 | 1.000 | 1.802 | 2.127 | 2.273 | 3.147 | 0.183 | 0.539 | 0.354 | 1.000 | 1.527 | 13.744 | 4.213 | 0.302 | 0.161 | 1.009 |
| S455 | 0.000 | 0.000 | 1.000 | 1.523 | 2.928 | 3.872 | 3.580 | 0.323 | 0.589 | 0.000 | 1.000 | 1.277 | 2.688 | 3.344 | 0.412 | 0.134 | 0.950 |
| S454 | 0.000 | 0.000 | 1.000 | 1.151 | 1.839 | 1.537 | 1.972 | 0.182 | 0.704 | 0.000 | 1.000 | 1.027 | 2.664 | 2.815 | 0.308 | 0.168 | 0.689 |
| S453 | 0.000 | 0.000 | 1.000 | 0.649 | 1.024 | 1.211 | 1.384 | 0.137 | 0.358 | 0.000 | 1.000 | 0.679 | 1.980 | 1.509 | 0.025 | 0.151 | 0.896 |
| S452 | 0.000 | 0.000 | 1.000 | 0.916 | 2.441 | 1.401 | 1.721 | 0.096 | 0.386 | 0.707 | 1.000 | 0.670 | 1.703 | 2.028 | 0.170 | 0.085 | 0.767 |
| S451 | 0.000 | 0.000 | 0.999 | 1.394 | 1.544 | 1.628 | 2.044 | 0.153 | 0.199 | 0.000 | 1.000 | 0.940 | 2.514 | 2.360 | 0.103 | 0.157 | 0.941 |
| S450 | 0.000 | 0.000 | 1.000 | 1.055 | 1.365 | 1.887 | 2.397 | 0.178 | 0.398 | 0.000 | 1.000 | 0.846 | 3.244 | 2.893 | 0.193 | 0.106 | 0.832 |
| S449 | 0.000 | 0.500 | 0.964 | 1.876 | 5.459 | 2.893 | 5.794 | 0.373 | 0.467 | 0.000 | 1.000 | 5.481 | 3.527 | 9.812 | 0.006 | 0.162 | 1.149 |
| S448 | 0.000 | 0.000 | 0.857 | 1.176 | 2.117 | 2.249 | 1.827 | 0.186 | 0.398 | 0.354 | |||||||
| S447 | 0.000 | 0.000 | 1.000 | 1.985 | 1.919 | 2.338 | 2.526 | 0.157 | 0.635 | 0.000 | 1.000 | 1.103 | 2.903 | 3.738 | 0.293 | 0.098 | 0.869 |
| S446 | 0.000 | 0.750 | 0.929 | 2.662 | 9.281 | 9.664 | 5.270 | 0.181 | 0.591 | 0.000 | 1.000 | 2.181 | 8.876 | 6.374 | 0.069 | 0.174 | 0.760 |
| S445 | 0.000 | 0.000 | 0.993 | 1.170 | 1.639 | 1.490 | 2.015 | 0.138 | 0.701 | 0.000 | 1.000 | 0.987 | 2.824 | 2.554 | 0.237 | 0.117 | 0.778 |
| S444 | 0.000 | 0.000 | 0.964 | 0.832 | 0.937 | 2.017 | 2.812 | 0.233 | 0.509 | 0.000 | 1.000 | 3.185 | 7.219 | 2.327 | 0.200 | 0.182 | 0.962 |
| S443 | 0.000 | 0.000 | 1.000 | 1.646 | 1.581 | 2.470 | 2.658 | 0.270 | 0.508 | 0.000 | 1.000 | 1.308 | 3.273 | 3.547 | 0.373 | 0.187 | 0.999 |
| S442 | 0.000 | 0.000 | 1.000 | 1.367 | 1.844 | 2.285 | 2.524 | 0.205 | 0.288 | 0.000 | 1.000 | 0.911 | 3.842 | 3.841 | 0.000 | 0.159 | 1.316 |
| S441 | 0.000 | 0.000 | 1.000 | 0.908 | 1.274 | 1.271 | 1.951 | 0.215 | 0.609 | 0.707 | 1.000 | 0.767 | 2.908 | 2.332 | 0.271 | 0.179 | 0.972 |
| S440 | 0.000 | 0.500 | 0.847 | 3.895 | 4.232 | 4.473 | 4.230 | 0.170 | 0.646 | 0.354 | 0.817 | 3.404 | 7.799 | 7.163 | 0.383 | 0.138 | 1.299 |
| S439 | 0.000 | 0.000 | 0.909 | 1.037 | 1.485 | 1.395 | 3.111 | 0.187 | 0.816 | 0.707 | 0.767 | 0.535 | 2.446 | 1.601 | 0.223 | 0.187 | 1.336 |
| S438 | 0.000 | 0.000 | 0.909 | 2.666 | 3.005 | 3.875 | 3.239 | 0.112 | 0.398 | 0.000 | 0.880 | 3.762 | 3.565 | 7.861 | 0.137 | 0.108 | 0.443 |
| S437 | 0.000 | 0.000 | 0.964 | 2.567 | 3.659 | 3.170 | 4.034 | 0.112 | 0.791 | 0.000 | 1.000 | 1.234 | 2.880 | 2.929 | 0.226 | 0.154 | 0.891 |
| S436 | 0.000 | 0.000 | 1.000 | 2.059 | 2.682 | 2.929 | 4.007 | 0.155 | 0.656 | 0.707 | 1.000 | 1.010 | 2.895 | 2.867 | 0.322 | 0.122 | 0.566 |
| S435 | 0.000 | 0.750 | 1.000 | 5.149 | 1.818 | 2.264 | 3.842 | 0.195 | 0.597 | 0.000 | 1.000 | 1.114 | 4.249 | 4.067 | 0.316 | 0.099 | 0.828 |
| S434 | 0.000 | 0.000 | 1.000 | 1.417 | 1.668 | 1.900 | 2.097 | 0.207 | 0.268 | 0.000 | 1.000 | 0.841 | 2.511 | 2.468 | 0.099 | 0.134 | 0.984 |
| S433 | 0.000 | 0.000 | 1.000 | 1.977 | 2.041 | 3.603 | 2.873 | 0.164 | 0.089 | 1.061 | 1.000 | 1.163 | 3.563 | 3.115 | 0.025 | 0.163 | 0.532 |
| S432 | 0.000 | 0.500 | 1.000 | 5.170 | 6.957 | 5.273 | 6.912 | 0.176 | 0.548 | 0.707 | 0.810 | 2.475 | 5.380 | 8.876 | 0.239 | 0.090 | 0.621 |
| S431 | 0.000 | 0.000 | 0.929 | 2.082 | 3.009 | 2.810 | 4.377 | 0.232 | 0.701 | 0.000 | 1.000 | 1.267 | 5.396 | 3.948 | 0.230 | 0.181 | 0.713 |
| S430 | 0.000 | 0.000 | 1.000 | 2.275 | 1.550 | 2.438 | 2.225 | 0.154 | 0.594 | 0.707 | 1.000 | 1.024 | 2.341 | 2.646 | 0.244 | 0.170 | 0.994 |
| S429 | 0.000 | 0.000 | 0.929 | 1.773 | 2.629 | 2.549 | 3.425 | 0.111 | 0.597 | 0.354 | 1.000 | 0.948 | 2.451 | 2.922 | 0.125 | 0.066 | 0.575 |
| S428 | 0.000 | 0.000 | 1.000 | 1.353 | 1.715 | 2.391 | 2.245 | 0.225 | 0.756 | 0.354 | 1.000 | 0.879 | 3.193 | 3.555 | 0.355 | 0.132 | 0.808 |
| S427 | 0.000 | 0.000 | 0.964 | 0.988 | 1.179 | 1.343 | 1.797 | 0.198 | 0.802 | 0.354 | 1.000 | 0.720 | 1.664 | 1.708 | 0.406 | 0.101 | 0.731 |
| S426 | 0.000 | 0.000 | 1.000 | 2.800 | 3.298 | 2.952 | 4.105 | 0.160 | 0.770 | 0.707 | |||||||
| S425 | 0.000 | 0.000 | 0.964 | 1.218 | 1.852 | 1.799 | 2.402 | 0.247 | 0.822 | 0.707 | 1.000 | 0.979 | 3.038 | 3.228 | 0.244 | 0.130 | 0.705 |
| S424 | 0.000 | 0.000 | 1.000 | 1.035 | 1.345 | 1.719 | 1.955 | 0.136 | 0.470 | 0.000 | 0.993 | 0.552 | 2.213 | 2.089 | 0.106 | 0.137 | 0.890 |
| S423 | 0.000 | 0.000 | 1.000 | 1.996 | 2.617 | 2.397 | 3.507 | 0.232 | 0.976 | 0.354 | 1.000 | 1.423 | 3.519 | 3.337 | 0.303 | 0.154 | 0.982 |
| S422 | 0.000 | 0.500 | 1.000 | 0.930 | 1.088 | 3.206 | 1.474 | 0.204 | 0.744 | 0.000 | 1.000 | 0.610 | 2.195 | 2.083 | 0.454 | 0.296 | 1.183 |
| S421 | 0.000 | 0.000 | 1.000 | 1.921 | 2.370 | 2.797 | 2.852 | 0.210 | 0.637 | 0.000 | 1.000 | 1.127 | 2.055 | 3.401 | 0.214 | 0.149 | 0.873 |
| S420 | 0.000 | 0.250 | 1.000 | 1.693 | 3.918 | 2.396 | 2.771 | 0.180 | 0.900 | 0.354 | 0.850 | 0.687 | 1.991 | 2.675 | 0.113 | 0.106 | 0.880 |
| S419 | 0.000 | 0.000 | 0.927 | 2.243 | 2.959 | 3.137 | 4.554 | 0.175 | 0.747 | 0.707 | 0.917 | 1.936 | 4.657 | 5.720 | 0.233 | 0.057 | 1.303 |
| S418 | 0.000 | 0.000 | 0.929 | 2.518 | 2.519 | 3.710 | 4.558 | 0.336 | 0.591 | 0.707 | 1.000 | 1.012 | 2.727 | 3.081 | 0.373 | 0.180 | 0.851 |
| S417 | 0.000 | 0.500 | 0.893 | 1.544 | 3.196 | 3.891 | 3.337 | 0.261 | 0.577 | 0.354 | 1.000 | 1.416 | 3.078 | 3.923 | 0.359 | 0.133 | 1.029 |
| S416 | 0.000 | 0.000 | 0.929 | 1.998 | 2.787 | 3.576 | 3.767 | 0.244 | 0.488 | 0.354 | 1.000 | 1.276 | 3.914 | 5.069 | 0.155 | 0.108 | 1.036 |
| S415 | 0.000 | 0.000 | 1.000 | 2.190 | 2.475 | 2.966 | 3.830 | 0.173 | 0.704 | 0.000 | 1.000 | 1.732 | 3.120 | 5.146 | 0.349 | 0.088 | 0.472 |
| S414 | 0.000 | 0.500 | 1.000 | 3.295 | 6.307 | 3.120 | 4.905 | 0.210 | 0.862 | 0.000 | |||||||
| S413 | 0.000 | 0.000 | 1.000 | 2.029 | 2.585 | 2.423 | 4.052 | 0.073 | 0.565 | 0.354 | 1.000 | 3.060 | 8.715 | 8.385 | 0.274 | 0.092 | 0.773 |
| S412 | 0.000 | 0.000 | 0.964 | 0.988 | 1.339 | 1.798 | 2.039 | 0.144 | 0.881 | 1.061 | 1.000 | 0.944 | 2.271 | 2.076 | 0.304 | 0.133 | 0.700 |
| S411 | 0.000 | 0.500 | 0.857 | 1.541 | 2.198 | 2.846 | 5.589 | 0.353 | 0.977 | 0.707 | 0.933 | 2.433 | 3.115 | 14.687 | 0.422 | 0.129 | 1.178 |
| S410 | 0.000 | 0.500 | 0.860 | 1.377 | 3.288 | 3.352 | 4.919 | 0.202 | 0.790 | 0.354 | 0.923 | 0.957 | 2.609 | 3.106 | 0.339 | 0.220 | 0.627 |
| S409 | 0.000 | 0.000 | 1.000 | 1.403 | 1.948 | 2.047 | 2.448 | 0.282 | 0.436 | 0.000 | 1.000 | 1.176 | 2.417 | 2.677 | 0.465 | 0.166 | 0.749 |
| S408 | 0.000 | 0.500 | 0.964 | 1.233 | 2.487 | 2.292 | 4.261 | 0.103 | 0.424 | 0.707 | 1.000 | 1.150 | 3.305 | 3.969 | 0.061 | 0.114 | 0.730 |
| S407 | 0.000 | 0.000 | 0.821 | 0.754 | 1.716 | 1.718 | 1.973 | 0.178 | 0.796 | 0.354 | 1.000 | 1.124 | 3.344 | 2.966 | 0.409 | 0.171 | 0.846 |
| S406 | 0.000 | 0.000 | 1.000 | 0.764 | 1.010 | 1.244 | 1.949 | 0.099 | 0.539 | 0.354 | 1.000 | 0.453 | 1.204 | 1.102 | 0.223 | 0.039 | 0.512 |
| S405 | 0.000 | 0.000 | 1.000 | 1.243 | 1.461 | 2.238 | 2.399 | 0.093 | 0.179 | 0.354 | 1.000 | 0.800 | 2.515 | 2.702 | 0.278 | 0.129 | 0.555 |
| S404 | 0.000 | 0.000 | 1.000 | 1.753 | 2.605 | 2.569 | 2.319 | 0.202 | 0.864 | 0.000 | 1.000 | 0.876 | 6.610 | 2.792 | 0.344 | 0.134 | 0.938 |
| S403 | 0.000 | 0.000 | 0.929 | 0.835 | 1.029 | 1.006 | 1.488 | 0.158 | 0.577 | 0.354 | 1.000 | 0.473 | 1.621 | 1.419 | 0.114 | 0.212 | 0.761 |
| S402 | 0.000 | 0.000 | 0.964 | 1.112 | 1.384 | 1.688 | 1.892 | 0.198 | 0.650 | 0.354 | 0.547 | 0.239 | 1.233 | 0.771 | 0.120 | 0.072 | 1.035 |
| S401 | 0.000 | 0.000 | 1.000 | 1.543 | 2.280 | 2.172 | 2.323 | 0.130 | 0.578 | 0.354 | 1.000 | 0.477 | 3.095 | 3.418 | 0.228 | 0.179 | 1.218 |
| S400 | 0.000 | 0.000 | 0.964 | 2.461 | 3.903 | 3.167 | 4.653 | 0.196 | 0.618 | 0.000 | 1.000 | 1.198 | 4.221 | 2.750 | 0.282 | 0.051 | 0.455 |
| S399 | 0.000 | 0.000 | 1.000 | 2.039 | 4.241 | 2.835 | 3.381 | 0.217 | 0.643 | 0.354 | 1.000 | 1.466 | 4.429 | 4.071 | 0.239 | 0.107 | 0.534 |
| S398 | 0.000 | 0.000 | 0.964 | 0.987 | 1.159 | 1.480 | 1.519 | 0.201 | 0.793 | 0.354 | 1.000 | 0.869 | 2.416 | 1.951 | 0.390 | 0.265 | 0.897 |
| S397 | 0.000 | 0.500 | 1.000 | 2.362 | 2.901 | 2.980 | 3.754 | 0.220 | 0.779 | 0.000 | 1.000 | 1.459 | 4.625 | 3.992 | 0.328 | 0.118 | 1.184 |
| S396 | 0.000 | 0.000 | 1.000 | 1.049 | 1.383 | 1.547 | 1.869 | 0.141 | 0.589 | 0.354 | 1.000 | 0.725 | 2.609 | 2.087 | 0.212 | 0.125 | 0.554 |
| S395 | 0.000 | 0.000 | 1.000 | 0.995 | 1.213 | 1.526 | 1.579 | 0.256 | 0.790 | 0.354 | 1.000 | 0.783 | 2.053 | 2.292 | 0.358 | 0.242 | 0.716 |
| S394 | 0.000 | 0.000 | 0.964 | 1.983 | 2.782 | 3.075 | 3.496 | 0.149 | 0.684 | 1.414 | 1.000 | 1.571 | 3.676 | 3.356 | 0.276 | 0.107 | 0.897 |
| S393 | 0.000 | 0.500 | 1.000 | 3.238 | 3.484 | 3.482 | 3.599 | 0.274 | 1.128 | 0.354 | 1.000 | 1.477 | 7.221 | 5.721 | 0.285 | 0.176 | 0.794 |
| S392 | 0.000 | 0.000 | 1.000 | 0.880 | 1.104 | 1.464 | 1.815 | 0.108 | 0.358 | 0.000 | 1.000 | 0.451 | 1.915 | 1.845 | 0.073 | 0.093 | 0.276 |
| S391 | 0.000 | 1.000 | 0.883 | 1.963 | 2.519 | 16.085 | 5.164 | 0.215 | 0.557 | 0.000 | 0.663 | 0.651 | 0.773 | 0.817 | 0.127 | 0.019 | 0.655 |
| S390 | 0.000 | 0.750 | 0.797 | 1.068 | 1.744 | 2.132 | 1.173 | 0.036 | 0.000 | 0.000 | 0.693 | 0.380 | 6.526 | 0.895 | 0.005 | 0.012 | 0.500 |
| S389 | 1.000 | 0.000 | 0.883 | 0.976 | 1.244 | 1.499 | 0.891 | 0.209 | 0.745 | 1.061 | |||||||
| S388 | 0.000 | 0.000 | 1.000 | 1.006 | 1.015 | 1.373 | 1.528 | 0.246 | 0.946 | 0.354 | 1.000 | 0.501 | 1.466 | 1.879 | 0.374 | 0.317 | 0.998 |
| S387 | 0.000 | 0.000 | 0.881 | 1.398 | 2.335 | 2.165 | 2.453 | 0.276 | 0.894 | 0.000 | 1.000 | 1.151 | 3.732 | 2.777 | 0.527 | 0.322 | 0.941 |
| S386 | 0.000 | 0.000 | 0.809 | 1.403 | 2.314 | 2.364 | 2.474 | 0.136 | 0.615 | 0.354 | |||||||
| S385 | 0.000 | 0.000 | 0.883 | 2.021 | 1.864 | 2.012 | 2.422 | 0.182 | 0.655 | 0.354 | 1.000 | 1.121 | 3.035 | 3.123 | 0.301 | 0.215 | 0.754 |
| S384 | 0.000 | 1.000 | 1.000 | 4.145 | 7.418 | 9.643 | 6.283 | 0.155 | 0.656 | 0.354 | 1.000 | 1.832 | 5.397 | 8.458 | 0.212 | 0.080 | 0.381 |
| S383 | 0.000 | 0.000 | 0.857 | 2.025 | 2.833 | 3.001 | 3.498 | 0.296 | 0.905 | 0.354 | 1.000 | 2.058 | 4.778 | 4.878 | 0.194 | 0.114 | 1.035 |
| S382 | 0.000 | 0.000 | 1.000 | 1.322 | 1.865 | 2.084 | 2.254 | 0.208 | 0.675 | 0.354 | |||||||
| S381 | 0.000 | 0.000 | 1.000 | 1.146 | 1.984 | 2.006 | 2.622 | 0.141 | 0.765 | 0.354 | 1.000 | 1.497 | 3.209 | 3.201 | 0.085 | 0.088 | 0.505 |
| S380 | 0.000 | 0.000 | 0.957 | 1.471 | 1.633 | 1.946 | 2.817 | 0.146 | 0.629 | 0.000 | 0.940 | 1.310 | 3.383 | 3.903 | 0.184 | 0.134 | 0.728 |
| S379 | 0.000 | 0.000 | 1.000 | 2.965 | 2.272 | 3.183 | 3.625 | 0.232 | 0.985 | 0.707 | 1.000 | 1.595 | 3.764 | 3.774 | 0.377 | 0.183 | 0.877 |
| S378 | 0.000 | 0.000 | 1.000 | 2.425 | 4.388 | 3.619 | 5.145 | 0.117 | 0.815 | 0.707 | 1.000 | 1.931 | 4.079 | 3.775 | 0.188 | 0.117 | 0.940 |
| S377 | 0.000 | 0.500 | 1.000 | 2.427 | 3.722 | 5.139 | 5.178 | 0.264 | 0.487 | 0.000 | 1.000 | 2.097 | 5.058 | 5.802 | 0.189 | 0.058 | 0.516 |
| S376 | 0.000 | 0.000 | 0.999 | 1.006 | 1.669 | 1.764 | 2.052 | 0.193 | 0.843 | 0.707 | 1.000 | 1.029 | 3.448 | 2.459 | 0.302 | 0.258 | 0.469 |
| S375 | 0.000 | 0.000 | 1.000 | 1.140 | 1.401 | 1.622 | 2.051 | 0.210 | 0.508 | 0.354 | 0.803 | 0.760 | 2.109 | 1.946 | 0.192 | 0.045 | 0.637 |
| S374 | 0.000 | 0.000 | 0.964 | 0.833 | 1.678 | 2.215 | 2.446 | 0.147 | 0.585 | 0.707 | 1.000 | 0.768 | 1.533 | 1.930 | 0.171 | 0.128 | 0.532 |
| S373 | 0.000 | 0.000 | 1.000 | 2.300 | 2.868 | 4.121 | 4.823 | 0.235 | 0.537 | 1.061 | 1.000 | 2.338 | 5.171 | 5.014 | 0.500 | 0.172 | 1.364 |
| S372 | 0.000 | 0.000 | 1.000 | 1.204 | 1.542 | 1.681 | 1.919 | 0.208 | 0.597 | 0.707 | 1.000 | 1.238 | 3.323 | 2.833 | 0.414 | 0.088 | 0.466 |
| S371 | 0.000 | 0.000 | 1.000 | 1.009 | 1.448 | 1.591 | 1.989 | 0.097 | 0.450 | 0.354 | 1.000 | 1.271 | 2.274 | 2.728 | 0.322 | 0.184 | 0.701 |
| S370 | 0.000 | 0.500 | 1.000 | 1.112 | 2.344 | 3.959 | 2.988 | 0.157 | 0.736 | 0.354 | 1.000 | 0.902 | 1.916 | 2.350 | 0.118 | 0.153 | 0.581 |
| S369 | 0.000 | 0.500 | 1.000 | 3.974 | 2.381 | 3.692 | 2.903 | 0.273 | 1.059 | 0.354 | 1.000 | 2.087 | 3.867 | 4.850 | 0.418 | 0.240 | 1.144 |
| S368 | 0.000 | 1.000 | 0.964 | 3.890 | 5.642 | 3.103 | 7.225 | 0.201 | 0.669 | 0.354 | 1.000 | 1.323 | 3.342 | 7.264 | 0.099 | 0.150 | 0.639 |
| S367 | 0.000 | 0.000 | 0.817 | 1.543 | 1.853 | 2.402 | 2.799 | 0.086 | 0.545 | 0.000 | 0.923 | 0.916 | 2.337 | 2.688 | 0.126 | 0.109 | 0.575 |
| S366 | 0.000 | 0.500 | 0.800 | 0.945 | 2.117 | 0.863 | 2.667 | 0.159 | 0.649 | 0.707 | |||||||
| S365 | 0.000 | 0.250 | 0.914 | 2.834 | 2.259 | 2.029 | 3.803 | 0.167 | 0.918 | 1.061 | 1.000 | 1.367 | 3.362 | 2.871 | 0.099 | 0.236 | 1.173 |
| S364 | 0.000 | 0.000 | 1.000 | 1.367 | 2.460 | 2.138 | 2.805 | 0.163 | 0.876 | 1.414 | 1.000 | 0.783 | 2.430 | 2.457 | 0.270 | 0.156 | 0.934 |
| S363 | 0.000 | 0.000 | 1.000 | 1.316 | 1.810 | 2.432 | 3.296 | 0.314 | 0.687 | 0.707 | 0.910 | 0.820 | 2.979 | 3.748 | 0.327 | 0.142 | 1.117 |
| S362 | 0.000 | 0.000 | 1.000 | 1.043 | 1.944 | 2.111 | 2.449 | 0.220 | 0.814 | 0.707 | 1.000 | 0.756 | 2.206 | 3.401 | 0.243 | 0.173 | 0.751 |
| S361 | 0.000 | 0.500 | 0.929 | 1.597 | 2.361 | 2.018 | 2.899 | 0.218 | 0.710 | 0.000 | 1.000 | 1.111 | 4.059 | 2.108 | 0.229 | 0.046 | 1.172 |
| S360 | 0.000 | 0.000 | 1.000 | 1.003 | 1.322 | 1.522 | 1.716 | 0.208 | 1.339 | 0.000 | |||||||
| S359 | 0.000 | 0.000 | 1.000 | 1.102 | 2.096 | 2.132 | 2.835 | 0.116 | 0.626 | 0.354 | 1.000 | 0.857 | 2.247 | 3.112 | 0.239 | 0.084 | 0.740 |
| S358 | 0.000 | 0.250 | 1.000 | 2.137 | 1.879 | 2.210 | 3.424 | 0.184 | 0.110 | 0.707 | 1.000 | 1.546 | 3.408 | 3.415 | 0.346 | 0.145 | 0.872 |
| S357 | 0.000 | 0.000 | 1.000 | 1.873 | 1.757 | 1.450 | 2.224 | 0.122 | 0.736 | 0.354 | 1.000 | 1.519 | 4.134 | 4.086 | 0.241 | 0.152 | 0.917 |
| S356 | 0.000 | 0.500 | 0.964 | 1.638 | 8.675 | 2.701 | 3.368 | 0.161 | 0.984 | 0.000 | 1.000 | 0.836 | 2.447 | 2.905 | 0.227 | 0.152 | 0.583 |
| S355 | 0.000 | 1.000 | 0.857 | 7.354 | 16.200 | 6.168 | 5.644 | 0.217 | 1.067 | 0.354 | 1.000 | 6.054 | 10.720 | 8.264 | 0.354 | 0.200 | 0.808 |
| S354 | 0.000 | 0.000 | 1.000 | 1.877 | 1.896 | 1.915 | 2.729 | 0.177 | 0.832 | 0.000 | 1.000 | 1.081 | 2.324 | 2.877 | 0.082 | 0.161 | 0.934 |
| S353 | 0.000 | 0.000 | 1.000 | 1.102 | 1.872 | 1.743 | 2.106 | 0.189 | 0.704 | 0.707 | 1.000 | 1.152 | 2.310 | 2.855 | 0.200 | 0.135 | 0.613 |
| S352 | 0.000 | 0.000 | 1.000 | 1.802 | 2.610 | 2.557 | 3.432 | 0.148 | 0.915 | 0.000 | 1.000 | 1.704 | 3.716 | 3.452 | 0.260 | 0.157 | 0.678 |
| S351 | 0.000 | 0.000 | 1.000 | 1.842 | 1.479 | 1.659 | 2.113 | 0.233 | 0.736 | 0.354 | 1.000 | 0.742 | 1.885 | 2.352 | 0.423 | 0.226 | 1.142 |
| S350 | 1.000 | 0.500 | 0.809 | 2.331 | 0.834 | 1.098 | 1.506 | 0.149 | 0.528 | 0.354 | 1.000 | 0.968 | 2.221 | 3.033 | 0.237 | 0.143 | 0.526 |
| S349 | 0.000 | 0.000 | 1.000 | 2.419 | 2.293 | 2.330 | 2.801 | 0.102 | 0.398 | 0.000 | 1.000 | 0.910 | 3.294 | 3.041 | 0.231 | 0.034 | 0.502 |
| S348 | 0.000 | 0.000 | 1.000 | 2.404 | 3.883 | 3.435 | 4.724 | 0.195 | 1.026 | 1.061 | 1.000 | 2.188 | 4.622 | 6.162 | 0.268 | 0.207 | 1.110 |
| S347 | 0.000 | 0.000 | 0.909 | 1.811 | 2.162 | 2.394 | 3.429 | 0.322 | 0.794 | 0.707 | 1.000 | 1.229 | 3.485 | 3.235 | 0.398 | 0.221 | 1.306 |
| S346 | 0.000 | 0.000 | 0.917 | 0.979 | 1.242 | 1.324 | 1.589 | 0.292 | 1.061 | 0.354 | 1.000 | 0.595 | 4.135 | 1.863 | 0.426 | 0.262 | 0.777 |
| S345 | 0.000 | 0.500 | 1.000 | 1.751 | 3.694 | 3.467 | 2.877 | 0.191 | 0.618 | 0.354 | 1.000 | 2.532 | 4.349 | 3.945 | 0.316 | 0.124 | 0.913 |
| S344 | 0.000 | 0.000 | 1.000 | 1.572 | 3.368 | 2.547 | 3.644 | 0.244 | 0.822 | 1.414 | 1.000 | 1.207 | 3.411 | 3.733 | 0.114 | 0.286 | 0.868 |
| S343 | 0.000 | 0.000 | 1.000 | 2.303 | 2.798 | 3.598 | 3.459 | 0.222 | 0.786 | 0.707 | 1.000 | 1.475 | 3.919 | 4.263 | 0.137 | 0.158 | 0.437 |
| S342 | 0.000 | 0.000 | 1.000 | 1.699 | 2.692 | 2.310 | 3.125 | 0.262 | 0.793 | 0.000 | |||||||
| S341 | 0.000 | 0.750 | 1.000 | 2.313 | 4.555 | 4.486 | 3.517 | 0.359 | 1.429 | 0.000 | 1.000 | 3.608 | 8.927 | 4.242 | 0.105 | 0.187 | 0.627 |
| S340 | 0.000 | 0.500 | 0.929 | 1.787 | 1.880 | 3.759 | 4.951 | 0.218 | 0.963 | 0.354 | 1.000 | 1.135 | 2.782 | 2.809 | 0.287 | 0.198 | 1.273 |
| S339 | 0.000 | 0.000 | 1.000 | 1.064 | 2.105 | 1.743 | 2.153 | 0.158 | 0.843 | 0.707 | |||||||
| S338 | 0.000 | 0.000 | 0.993 | 1.384 | 1.528 | 1.529 | 2.685 | 0.126 | 0.875 | 0.707 | 1.000 | 0.975 | 2.891 | 3.296 | 0.370 | 0.111 | 0.811 |
| S337 | 0.000 | 0.000 | 1.000 | 1.037 | 1.266 | 1.436 | 1.760 | 0.228 | 0.725 | 0.354 | |||||||
| S336 | 0.000 | 0.000 | 1.000 | 1.476 | 2.025 | 2.363 | 3.170 | 0.170 | 0.822 | 0.000 | 1.000 | 1.358 | 3.550 | 3.490 | 0.327 | 0.156 | 0.887 |
| S335 | 0.000 | 0.000 | 1.000 | 0.712 | 1.284 | 1.842 | 2.818 | 0.110 | 0.358 | 0.354 | 1.000 | 0.457 | 1.293 | 1.965 | 0.192 | 0.094 | 0.658 |
| S334 | 0.000 | 0.500 | 0.964 | 1.208 | 2.237 | 3.518 | 1.825 | 0.152 | 0.580 | 0.000 | 1.000 | 0.687 | 3.520 | 2.274 | 0.225 | 0.101 | 0.629 |
| S333 | 0.000 | 0.000 | 1.000 | 1.202 | 1.185 | 1.561 | 1.624 | 0.109 | 0.843 | 0.354 | 1.000 | 0.665 | 1.804 | 1.946 | 0.098 | 0.123 | 0.982 |
| S332 | 0.000 | 0.000 | 1.000 | 1.316 | 1.989 | 1.853 | 2.264 | 0.160 | 0.752 | 0.000 | 1.000 | 0.948 | 2.640 | 3.151 | 0.390 | 0.140 | 1.639 |
| S331 | 0.000 | 0.500 | 1.000 | 1.112 | 3.467 | 2.818 | 2.065 | 0.202 | 0.854 | 0.707 | 1.000 | 0.675 | 2.090 | 3.311 | 0.347 | 0.160 | 1.159 |
| S330 | 0.000 | 0.500 | 1.000 | 1.441 | 1.544 | 4.800 | 3.562 | 0.177 | 0.655 | 0.354 | 1.000 | 0.633 | 1.787 | 1.497 | 0.154 | 0.186 | 0.796 |
| S329 | 0.000 | 0.000 | 1.000 | 2.855 | 2.610 | 3.528 | 4.327 | 0.150 | 0.666 | 0.707 | 1.000 | 1.486 | 3.750 | 5.909 | 0.159 | 0.112 | 0.651 |
| S328 | 0.000 | 0.500 | 1.000 | 3.013 | 1.552 | 4.204 | 3.203 | 0.201 | 0.927 | 0.354 | 1.000 | 1.855 | 3.820 | 5.205 | 0.306 | 0.136 | 0.878 |
| S327 | 0.000 | 0.000 | 1.000 | 2.116 | 3.950 | 3.017 | 3.482 | 0.178 | 1.020 | 0.000 | 1.000 | 1.684 | 4.275 | 4.425 | 0.402 | 0.035 | 0.365 |
| S326 | 0.000 | 0.000 | 1.000 | 0.999 | 1.225 | 1.239 | 1.643 | 0.150 | 0.789 | 0.354 | 1.000 | 0.931 | 2.195 | 2.091 | 0.279 | 0.175 | 0.696 |
| S325 | 0.000 | 0.500 | 1.000 | 1.329 | 1.863 | 1.876 | 2.395 | 0.204 | 0.487 | 0.000 | 1.000 | 1.040 | 9.196 | 4.648 | 0.195 | 0.095 | 0.519 |
| S324 | 0.000 | 0.000 | 0.929 | 3.091 | 2.698 | 3.277 | 3.702 | 0.232 | 0.725 | 0.707 | 1.000 | 1.244 | 4.051 | 5.591 | 0.422 | 0.071 | 0.739 |
| S323 | 0.000 | 0.000 | 1.000 | 0.954 | 1.318 | 1.337 | 1.440 | 0.139 | 0.398 | 0.354 | 1.000 | 0.726 | 2.389 | 2.010 | 0.145 | 0.116 | 0.625 |
| S322 | 0.000 | 0.500 | 0.964 | 1.727 | 1.920 | 11.400 | 2.623 | 0.131 | 0.816 | 0.000 | 1.000 | 1.117 | 3.746 | 4.007 | 0.247 | 0.089 | 0.764 |
| S321 | 0.000 | 0.000 | 1.000 | 1.994 | 2.965 | 3.001 | 3.601 | 0.174 | 0.508 | 0.000 | 1.000 | 1.938 | 5.051 | 4.693 | 0.213 | 0.104 | 0.499 |
| S320 | 0.000 | 0.000 | 1.000 | 1.026 | 1.391 | 1.414 | 1.812 | 0.295 | 0.440 | 0.354 | 1.000 | 0.784 | 1.702 | 2.239 | 0.457 | 0.090 | 0.933 |
| S319 | 0.000 | 0.000 | 1.000 | 1.316 | 1.822 | 1.462 | 2.878 | 0.186 | 0.869 | 0.000 | |||||||
| S318 | 0.000 | 0.250 | 1.000 | 2.888 | 3.035 | 4.544 | 6.508 | 0.157 | 0.537 | 0.354 | |||||||
| S317 | 0.000 | 0.000 | 1.000 | 0.957 | 1.183 | 1.579 | 1.584 | 0.132 | 0.509 | 0.707 | 1.000 | 0.774 | 1.583 | 1.645 | 0.157 | 0.088 | 0.389 |
| S316 | 0.000 | 0.000 | 0.929 | 2.119 | 2.942 | 2.736 | 3.698 | 0.124 | 0.545 | 1.414 | 1.000 | 1.945 | 5.316 | 4.160 | 0.235 | 0.115 | 0.933 |
| S315 | 0.000 | 0.000 | 0.964 | 2.642 | 2.798 | 2.771 | 3.306 | 0.110 | 0.705 | 0.354 | 1.000 | 1.677 | 4.617 | 5.350 | 0.400 | 0.210 | 1.077 |
| S314 | 0.000 | 0.000 | 1.000 | 1.222 | 1.737 | 1.842 | 2.104 | 0.200 | 1.103 | 0.000 | 1.000 | 1.104 | 2.630 | 2.931 | 0.380 | 0.108 | 0.777 |
| S313 | 0.000 | 0.000 | 0.964 | 1.260 | 1.770 | 1.902 | 2.423 | 0.168 | 0.718 | 1.768 | 1.000 | 1.173 | 3.499 | 3.183 | 0.378 | 0.172 | 0.744 |
| S312 | 0.000 | 0.500 | 1.000 | 2.630 | 2.567 | 3.040 | 3.058 | 0.285 | 0.805 | 0.000 | 1.000 | 3.737 | 6.309 | 4.519 | 0.430 | 0.133 | 0.889 |
| S311 | 0.000 | 0.000 | 0.964 | 2.117 | 2.602 | 2.534 | 4.364 | 0.167 | 0.701 | 0.354 | 1.000 | 2.299 | 5.688 | 5.300 | 0.380 | 0.083 | 0.846 |
| S310 | 0.000 | 0.000 | 0.994 | 1.220 | 1.609 | 1.737 | 2.171 | 0.160 | 0.782 | 0.000 | 1.000 | 1.035 | 2.526 | 2.870 | 0.343 | 0.100 | 0.588 |
| S309 | 0.000 | 0.000 | 1.000 | 1.624 | 2.438 | 3.253 | 3.039 | 0.230 | 0.733 | 0.354 | 1.000 | 0.864 | 2.357 | 3.219 | 0.290 | 0.125 | 1.150 |
| S308 | 0.000 | 0.000 | 1.000 | 1.766 | 2.443 | 2.317 | 3.115 | 0.166 | 0.476 | 0.707 | 1.000 | 1.439 | 4.497 | 3.696 | 0.197 | 0.120 | 1.094 |
| S307 | 0.000 | 0.000 | 1.000 | 1.573 | 2.674 | 2.665 | 4.045 | 0.209 | 0.901 | 0.707 | 1.000 | 1.799 | 4.107 | 4.457 | 0.236 | 0.190 | 1.677 |
| S306 | 0.000 | 0.000 | 1.000 | 0.997 | 2.128 | 1.622 | 2.302 | 0.158 | 1.001 | 0.000 | 1.000 | 0.957 | 2.184 | 2.264 | 0.337 | 0.173 | 1.370 |
| S305 | 0.000 | 0.000 | 0.821 | 2.060 | 2.704 | 3.046 | 3.275 | 0.250 | 0.858 | 0.354 | 1.000 | 1.472 | 3.238 | 3.844 | 0.134 | 0.108 | 0.924 |
| S304 | 0.000 | 0.250 | 0.964 | 1.562 | 2.407 | 2.427 | 4.065 | 0.151 | 0.539 | 1.414 | 1.000 | 1.361 | 2.932 | 3.577 | 0.194 | 0.185 | 0.746 |
| S303 | 0.000 | 1.000 | 0.857 | 1.155 | 15.210 | 5.229 | 2.523 | 0.199 | 0.776 | 0.707 | |||||||
| S302 | 0.000 | 0.000 | 1.000 | 1.380 | 2.716 | 2.630 | 2.567 | 0.232 | 0.597 | 0.354 | 1.000 | 1.089 | 2.746 | 4.105 | 0.321 | 0.137 | 0.889 |
| S301 | 0.000 | 0.000 | 1.000 | 1.924 | 2.567 | 2.683 | 3.260 | 0.175 | 0.943 | 0.707 | 1.000 | 0.967 | 2.667 | 3.555 | 0.287 | 0.189 | 0.756 |
| S300 | 0.000 | 0.500 | 1.000 | 2.687 | 4.192 | 4.659 | 6.309 | 0.253 | 0.794 | 0.707 | 1.000 | 1.792 | 5.938 | 4.910 | 0.430 | 0.249 | 1.362 |
| S299 | 0.000 | 0.500 | 0.929 | 1.506 | 2.880 | 1.561 | 1.693 | 0.212 | 0.372 | 0.000 | 1.000 | 0.726 | 2.085 | 2.734 | 0.000 | 0.153 | 1.188 |
| S298 | 0.000 | 0.000 | 1.000 | 1.472 | 1.670 | 1.649 | 2.160 | 0.185 | 0.179 | 0.354 | 1.000 | 0.749 | 2.766 | 2.574 | 0.000 | 0.125 | 1.087 |
| S297 | 0.000 | 0.000 | 1.000 | 1.394 | 1.852 | 1.771 | 2.433 | 0.177 | 0.456 | 0.000 | 1.000 | 1.108 | 2.670 | 2.660 | 0.113 | 0.075 | 0.578 |
| S296 | 0.000 | 0.000 | 1.000 | 1.717 | 2.151 | 2.343 | 2.976 | 0.246 | 0.566 | 0.000 | 1.000 | 1.001 | 3.891 | 3.948 | 0.298 | 0.154 | 0.763 |
| S295 | 0.000 | 0.500 | 0.857 | 2.627 | 2.803 | 2.288 | 2.554 | 0.160 | 0.655 | 0.707 | 1.000 | 1.079 | 3.459 | 3.033 | 0.133 | 0.087 | 0.722 |
| S294 | 0.000 | 0.000 | 1.000 | 1.067 | 2.716 | 2.439 | 2.611 | 0.156 | 0.571 | 0.000 | 1.000 | 1.468 | 3.385 | 3.703 | 0.288 | 0.161 | 0.891 |
| S293 | 0.000 | 0.000 | 1.000 | 1.049 | 1.290 | 1.278 | 1.958 | 0.162 | 0.410 | 0.354 | 1.000 | 1.040 | 2.397 | 2.558 | 0.293 | 0.136 | 0.787 |
| S292 | 0.000 | 0.000 | 1.000 | 2.112 | 2.665 | 2.828 | 3.951 | 0.146 | 0.545 | 0.707 | 1.000 | 1.352 | 3.647 | 4.149 | 0.333 | 0.158 | 0.957 |
| S291 | 0.000 | 0.500 | 1.000 | 2.883 | 2.509 | 2.919 | 3.700 | 0.230 | 1.029 | 0.354 | 1.000 | 1.349 | 5.702 | 3.567 | 0.397 | 0.176 | 1.085 |
| S290 | 0.000 | 0.000 | 1.000 | 1.095 | 1.399 | 1.992 | 1.185 | 0.184 | 0.456 | 0.000 | 1.000 | 2.071 | 7.354 | 4.684 | 0.006 | 0.257 | 0.868 |
| S289 | 0.000 | 1.000 | 1.000 | 1.556 | 2.332 | 2.902 | 4.347 | 0.124 | 0.577 | 0.707 | 1.000 | 1.444 | 2.981 | 3.874 | 0.216 | 0.138 | 0.838 |
| S288 | 0.000 | 0.000 | 1.000 | 2.379 | 2.603 | 3.321 | 5.287 | 0.148 | 0.378 | 0.000 | 1.000 | 1.259 | 3.804 | 4.862 | 0.215 | 0.115 | 1.022 |
| S287 | 0.000 | 0.000 | 1.000 | 0.868 | 1.080 | 1.163 | 1.450 | 0.162 | 0.802 | 0.354 | 1.000 | 0.542 | 1.471 | 1.627 | 0.293 | 0.176 | 0.884 |
| S286 | 0.000 | 0.000 | 0.929 | 2.812 | 3.347 | 3.457 | 4.707 | 0.267 | 0.776 | 0.707 | 1.000 | 1.990 | 3.758 | 9.501 | 0.225 | 0.171 | 1.307 |
| S285 | 0.000 | 0.000 | 1.000 | 0.985 | 1.235 | 1.394 | 1.855 | 0.134 | 0.487 | 0.000 | 1.000 | 0.680 | 2.177 | 2.247 | 0.261 | 0.153 | 0.911 |
| S284 | 0.000 | 0.000 | 1.000 | 1.857 | 3.196 | 3.195 | 2.708 | 0.178 | 0.904 | 0.354 | 1.000 | 0.879 | 3.104 | 3.235 | 0.030 | 0.098 | 0.862 |
| S283 | 0.000 | 0.500 | 1.000 | 1.316 | 4.915 | 2.641 | 4.322 | 0.374 | 0.974 | 1.414 | 1.000 | 1.025 | 3.043 | 2.634 | 0.350 | 0.084 | 0.559 |
| S282 | 0.000 | 0.500 | 1.000 | 1.189 | 1.717 | 3.888 | 2.281 | 0.291 | 0.858 | 0.000 | 1.000 | 1.050 | 2.705 | 2.880 | 0.307 | 0.171 | 1.174 |
| S281 | 0.000 | 0.000 | 0.964 | 1.695 | 2.629 | 1.810 | 2.928 | 0.107 | 0.450 | 0.000 | 1.000 | 0.987 | 2.396 | 2.958 | 0.253 | 0.087 | 0.618 |
| S280 | 0.000 | 0.000 | 0.964 | 1.159 | 1.737 | 1.541 | 2.072 | 0.167 | 0.456 | 0.707 | 1.000 | 0.803 | 3.039 | 3.669 | 0.234 | 0.152 | 0.904 |
| S279 | 0.000 | 0.000 | 0.964 | 2.911 | 2.591 | 2.780 | 3.600 | 0.191 | 0.788 | 0.000 | 1.000 | 2.049 | 3.530 | 4.417 | 0.276 | 0.136 | 0.919 |
| S278 | 1.000 | 0.000 | 1.000 | 1.555 | 1.575 | 1.718 | 2.001 | 0.173 | 0.647 | 0.000 | 1.000 | 0.652 | 2.690 | 2.749 | 0.308 | 0.063 | 0.703 |
| S277 | 0.000 | 1.000 | 0.893 | 1.290 | 2.730 | 2.494 | 12.004 | 0.063 | 0.392 | 0.000 | 1.000 | 1.122 | 2.537 | 2.783 | 0.296 | 0.079 | 0.609 |
| S276 | 0.000 | 0.000 | 0.993 | 2.842 | 3.699 | 3.919 | 5.737 | 0.178 | 0.655 | 0.707 | 1.000 | 1.497 | 3.291 | 3.952 | 0.352 | 0.061 | 0.855 |
| S275 | 0.000 | 0.000 | 1.000 | 2.478 | 3.357 | 4.457 | 4.614 | 0.282 | 0.219 | 0.000 | 1.000 | 2.445 | 6.912 | 5.761 | 0.392 | 0.165 | 0.982 |
| S274 | 0.000 | 0.000 | 1.000 | 1.477 | 1.331 | 1.437 | 2.077 | 0.334 | 0.430 | 0.000 | 1.000 | 0.991 | 4.072 | 3.093 | 0.369 | 0.175 | 0.602 |
| S273 | 0.000 | 0.500 | 0.964 | 1.992 | 8.126 | 2.835 | 6.016 | 0.159 | 0.788 | 0.354 | 1.000 | 1.339 | 3.579 | 3.129 | 0.211 | 0.165 | 0.696 |
| S272 | 0.000 | 0.000 | 0.929 | 1.298 | 1.878 | 1.832 | 2.807 | 0.179 | 0.539 | 0.354 | 1.000 | 0.927 | 2.484 | 2.330 | 0.186 | 0.119 | 0.570 |
| S271 | 0.000 | 0.000 | 0.845 | 1.778 | 2.592 | 3.001 | 3.467 | 0.213 | 0.825 | 0.354 | 1.000 | 2.159 | 5.572 | 4.778 | 0.211 | 0.148 | 1.075 |
| S270 | 0.000 | 0.000 | 0.964 | 1.611 | 2.360 | 2.212 | 4.238 | 0.165 | 0.765 | 1.061 | 1.000 | 1.057 | 3.909 | 5.197 | 0.209 | 0.145 | 0.771 |
| S269 | 0.000 | 0.500 | 1.000 | 3.522 | 6.198 | 3.841 | 5.593 | 0.137 | 0.983 | 0.707 | 1.000 | 1.716 | 5.683 | 5.229 | 0.375 | 0.108 | 1.066 |
| S268 | 0.000 | 0.000 | 1.000 | 1.497 | 1.886 | 1.778 | 2.513 | 0.095 | 0.539 | 0.354 | 1.000 | 1.150 | 2.412 | 4.242 | 0.264 | 0.075 | 0.323 |
| S267 | 0.000 | 0.000 | 1.000 | 1.392 | 1.699 | 1.945 | 2.302 | 0.135 | 0.540 | 0.707 | 1.000 | 1.169 | 3.107 | 3.190 | 0.344 | 0.091 | 0.456 |
| S266 | 0.000 | 1.000 | 0.611 | 1.110 | 2.100 | 1.638 | 2.123 | 0.349 | 0.830 | 0.000 | 0.823 | 1.940 | 9.939 | 8.998 | 0.422 | 0.218 | 2.125 |
| S265 | 0.000 | 0.000 | 0.964 | 1.500 | 1.872 | 1.898 | 2.526 | 0.202 | 0.816 | 0.000 | 1.000 | 1.087 | 3.168 | 3.286 | 0.437 | 0.211 | 0.858 |
| S264 | 0.000 | 0.000 | 1.000 | 2.461 | 2.640 | 2.763 | 4.513 | 0.205 | 0.537 | 0.354 | 1.000 | 1.353 | 5.025 | 4.488 | 0.272 | 0.097 | 1.051 |
| S263 | 0.000 | 0.000 | 1.000 | 1.402 | 1.735 | 2.508 | 4.953 | 0.208 | 0.777 | 0.707 | 1.000 | 0.911 | 3.200 | 3.110 | 0.294 | 0.224 | 1.091 |
| S262 | 0.000 | 0.000 | 0.964 | 1.466 | 2.022 | 2.298 | 2.404 | 0.127 | 0.487 | 0.354 | 1.000 | 1.291 | 3.773 | 2.770 | 0.182 | 0.127 | 0.364 |
| S261 | 0.000 | 0.500 | 0.761 | 1.692 | 3.659 | 4.919 | 4.466 | 0.144 | 0.717 | 0.354 | |||||||
| S260 | 0.000 | 0.000 | 1.000 | 1.430 | 1.443 | 2.151 | 2.007 | 0.176 | 0.430 | 0.354 | 1.000 | 0.784 | 1.721 | 2.164 | 0.285 | 0.112 | 0.778 |
| S259 | 0.000 | 0.000 | 1.000 | 1.390 | 1.403 | 1.628 | 2.106 | 0.169 | 0.808 | 0.000 | 1.000 | 0.682 | 2.450 | 2.298 | 0.111 | 0.144 | 0.826 |
| S258 | 0.000 | 0.000 | 1.000 | 1.418 | 1.765 | 2.149 | 2.599 | 0.139 | 0.932 | 0.354 | |||||||
| S257 | 0.000 | 0.000 | 1.000 | 2.908 | 3.005 | 2.264 | 3.581 | 0.216 | 1.002 | 0.354 | 1.000 | 1.280 | 4.774 | 3.626 | 0.309 | 0.175 | 0.843 |
| S256 | 0.000 | 0.000 | 1.000 | 1.433 | 1.780 | 1.952 | 2.504 | 0.263 | 0.923 | 0.707 | 1.000 | 1.438 | 4.033 | 3.514 | 0.392 | 0.141 | 0.584 |
| S255 | 0.000 | 0.000 | 0.964 | 0.914 | 1.177 | 1.103 | 1.920 | 0.237 | 0.688 | 0.000 | 1.000 | 0.479 | 1.120 | 1.340 | 0.139 | 0.094 | 0.606 |
| S254 | 0.000 | 0.500 | 1.000 | 3.150 | 3.900 | 5.346 | 5.268 | 0.190 | 0.984 | 0.354 | 1.000 | 1.518 | 2.955 | 3.832 | 0.348 | 0.126 | 0.473 |
| S253 | 0.000 | 0.000 | 1.000 | 1.886 | 2.400 | 2.671 | 2.995 | 0.093 | 0.309 | 0.354 | 1.000 | 1.449 | 4.371 | 3.832 | 0.204 | 0.114 | 0.822 |
| S252 | 0.000 | 0.000 | 1.000 | 1.082 | 1.366 | 1.485 | 1.847 | 0.211 | 0.329 | 1.414 | 1.000 | 0.703 | 2.030 | 2.291 | 0.320 | 0.140 | 0.836 |
| S251 | 0.000 | 1.000 | 0.842 | 2.490 | 9.121 | 10.209 | 8.107 | 0.217 | 0.566 | 0.707 | 0.933 | 1.632 | 6.704 | 4.282 | 0.121 | 0.074 | 0.518 |
| S250 | 0.000 | 0.250 | 0.831 | 1.630 | 0.996 | 1.070 | 1.461 | 0.212 | 0.559 | 0.707 | 1.000 | 0.605 | 1.628 | 2.020 | 0.151 | 0.127 | 0.963 |
| S249 | 0.000 | 0.000 | 1.000 | 2.662 | 3.282 | 2.877 | 3.917 | 0.256 | 0.309 | 0.354 | 1.000 | 1.396 | 2.949 | 3.383 | 0.211 | 0.042 | 0.671 |
| S248 | 0.000 | 0.000 | 1.000 | 0.857 | 1.349 | 1.258 | 1.734 | 0.173 | 0.687 | 0.707 | 0.880 | 1.050 | 2.387 | 3.017 | 0.282 | 0.105 | 1.133 |
| S247 | 0.000 | 0.000 | 1.000 | 0.914 | 1.203 | 1.397 | 1.897 | 0.150 | 0.534 | 0.707 | 1.000 | 0.961 | 2.524 | 2.038 | 0.330 | 0.190 | 0.870 |
| S246 | 0.000 | 0.000 | 0.964 | 1.585 | 1.886 | 2.916 | 2.855 | 0.161 | 0.597 | 0.354 | 1.000 | 0.846 | 1.731 | 1.888 | 0.254 | 0.062 | 0.677 |
| S245 | 0.000 | 0.000 | 0.999 | 1.112 | 1.376 | 1.830 | 1.806 | 0.173 | 0.467 | 0.354 | 1.000 | 0.869 | 2.388 | 2.087 | 0.237 | 0.171 | 0.791 |
| S244 | 0.000 | 0.000 | 1.000 | 0.953 | 1.281 | 1.560 | 1.686 | 0.131 | 0.728 | 0.000 | 1.000 | 0.673 | 2.292 | 2.646 | 0.282 | 0.126 | 0.747 |
| S243 | 0.000 | 1.000 | 1.000 | 7.331 | 5.069 | 4.736 | 5.369 | 0.143 | 0.528 | 0.000 | 1.000 | 3.533 | 6.994 | 6.389 | 0.214 | 0.094 | 0.572 |
| S242 | 0.000 | 0.000 | 1.000 | 1.201 | 1.539 | 1.483 | 2.115 | 0.264 | 0.802 | 1.061 | 1.000 | 0.762 | 2.287 | 1.864 | 0.340 | 0.331 | 1.005 |
| S241 | 0.000 | 0.000 | 0.893 | 1.175 | 2.083 | 1.585 | 1.329 | 0.122 | 0.467 | 0.354 | 1.000 | 1.059 | 2.071 | 2.620 | 0.040 | 0.154 | 0.933 |
| S240 | 0.000 | 0.500 | 1.000 | 2.894 | 3.176 | 3.971 | 4.478 | 0.142 | 0.705 | 1.061 | 1.000 | 3.196 | 6.182 | 7.181 | 0.250 | 0.129 | 0.658 |
| S239 | 0.000 | 0.000 | 1.000 | 2.289 | 2.245 | 2.572 | 2.499 | 0.210 | 0.650 | 0.000 | 1.000 | 1.005 | 2.917 | 3.616 | 0.322 | 0.118 | 0.768 |
| S238 | 0.000 | 0.000 | 1.000 | 2.070 | 2.288 | 2.816 | 3.668 | 0.296 | 0.676 | 0.000 | 1.000 | 1.546 | 4.031 | 6.543 | 0.296 | 0.234 | 0.941 |
| S237 | 0.000 | 0.000 | 1.000 | 1.361 | 2.993 | 1.490 | 2.610 | 0.137 | 0.955 | 0.354 | 1.000 | 1.014 | 3.942 | 2.803 | 0.148 | 0.202 | 0.644 |
| S236 | 0.000 | 0.000 | 0.960 | 0.934 | 1.143 | 1.283 | 1.829 | 0.240 | 0.519 | 0.000 | 1.000 | 0.797 | 1.704 | 2.118 | 0.313 | 0.066 | 0.711 |
| S235 | 0.000 | 0.000 | 1.000 | 2.383 | 2.271 | 2.403 | 2.334 | 0.172 | 0.838 | 0.354 | 1.000 | 1.143 | 2.452 | 2.218 | 0.263 | 0.184 | 0.930 |
| S234 | 0.000 | 0.000 | 1.000 | 1.212 | 1.691 | 1.982 | 2.604 | 0.210 | 0.849 | 0.000 | 0.993 | 0.883 | 2.296 | 2.976 | 0.282 | 0.181 | 1.221 |
| S233 | 0.000 | 0.000 | 0.929 | 1.401 | 2.989 | 3.622 | 2.917 | 0.089 | 0.784 | 0.000 | 1.000 | 1.938 | 3.655 | 4.220 | 0.394 | 0.130 | 0.746 |
| S232 | 0.000 | 0.000 | 1.000 | 1.761 | 3.785 | 3.646 | 3.405 | 0.205 | 0.525 | 0.000 | 1.000 | 1.278 | 12.125 | 3.208 | 0.330 | 0.170 | 0.973 |
| S231 | 0.000 | 0.000 | 1.000 | 1.645 | 2.005 | 2.036 | 2.196 | 0.200 | 0.926 | 0.707 | 1.000 | 0.887 | 2.679 | 2.399 | 0.248 | 0.181 | 0.958 |
| S230 | 0.000 | 0.000 | 1.000 | 1.914 | 1.967 | 2.041 | 2.239 | 0.153 | 0.418 | 0.000 | 1.000 | 1.268 | 2.846 | 3.788 | 0.288 | 0.119 | 0.947 |
| S229 | 1.000 | 0.000 | 1.000 | 1.723 | 1.708 | 2.732 | 2.950 | 0.131 | 0.779 | 0.354 | 1.000 | 0.989 | 2.849 | 4.752 | 0.242 | 0.164 | 0.810 |
| S228 | 0.000 | 0.000 | 1.000 | 1.488 | 1.607 | 1.963 | 2.861 | 0.193 | 0.863 | 0.354 | 1.000 | 1.331 | 7.153 | 7.466 | 0.333 | 0.123 | 0.703 |
| S227 | 0.000 | 0.000 | 0.964 | 1.066 | 1.827 | 1.870 | 1.657 | 0.187 | 0.629 | 0.707 | 0.997 | 0.733 | 3.168 | 2.736 | 0.210 | 0.119 | 0.727 |
| S226 | 2.000 | 0.000 | 1.000 | 3.319 | 2.895 | 3.100 | 3.128 | 0.160 | 0.643 | 1.061 | 1.000 | 6.592 | 5.428 | 5.425 | 0.237 | 0.120 | 1.068 |
| S225 | 0.000 | 0.000 | 1.000 | 1.641 | 3.665 | 2.710 | 2.831 | 0.128 | 0.612 | 0.000 | 1.000 | 1.420 | 3.716 | 3.218 | 0.415 | 0.168 | 0.681 |
| S224 | 1.000 | 1.000 | 0.997 | 1.217 | 4.576 | 1.838 | 2.326 | 0.154 | 0.565 | 0.354 | 1.000 | 0.841 | 2.700 | 2.335 | 0.211 | 0.094 | 0.413 |
| S223 | 0.000 | 0.500 | 0.929 | 1.219 | 1.775 | 3.688 | 2.220 | 0.356 | 0.934 | 1.061 | 1.000 | 1.143 | 2.937 | 2.432 | 0.213 | 0.214 | 0.947 |
| S222 | 0.000 | 0.500 | 0.979 | 1.162 | 5.108 | 1.766 | 1.887 | 0.198 | 0.719 | 0.354 | 1.000 | 2.363 | 3.380 | 2.489 | 0.248 | 0.136 | 0.822 |
| S221 | 0.000 | 0.000 | 1.000 | 1.763 | 3.545 | 2.856 | 3.950 | 0.152 | 0.834 | 0.354 | 1.000 | 1.160 | 3.761 | 3.475 | 0.000 | 0.221 | 0.779 |
| S220 | 0.000 | 0.000 | 1.000 | 1.259 | 1.672 | 1.834 | 3.072 | 0.261 | 0.558 | 0.354 | 1.000 | 0.809 | 2.245 | 2.584 | 0.093 | 0.185 | 0.985 |
| S219 | 0.000 | 0.000 | 1.000 | 2.332 | 2.565 | 2.827 | 3.985 | 0.157 | 0.661 | 0.000 | 1.000 | 1.864 | 3.553 | 3.753 | 0.247 | 0.114 | 1.028 |
| S218 | 0.000 | 0.000 | 1.000 | 1.692 | 2.157 | 1.918 | 3.558 | 0.313 | 0.646 | 0.000 | 1.000 | 1.376 | 1.845 | 3.248 | 0.272 | 0.038 | 0.821 |
| S217 | 0.000 | 0.000 | 0.832 | 1.126 | 2.446 | 1.516 | 2.970 | 0.129 | 0.655 | 0.707 | 0.943 | 0.856 | 2.071 | 2.385 | 0.193 | 0.131 | 0.750 |
| S216 | 0.000 | 0.000 | 0.863 | 1.110 | 1.271 | 1.821 | 1.819 | 0.139 | 0.519 | 0.707 | 1.000 | 0.705 | 1.403 | 1.798 | 0.212 | 0.122 | 0.583 |
| S215 | 0.000 | 0.000 | 0.964 | 1.078 | 2.644 | 2.500 | 3.646 | 0.177 | 0.585 | 1.414 | 1.000 | 2.047 | 4.143 | 5.216 | 0.263 | 0.185 | 0.642 |
| S214 | 0.000 | 0.000 | 1.000 | 2.363 | 1.928 | 2.262 | 3.313 | 0.188 | 0.724 | 0.354 | |||||||
| S213 | 0.000 | 0.000 | 1.000 | 1.363 | 1.957 | 1.964 | 2.115 | 0.188 | 0.487 | 0.000 | 1.000 | 0.767 | 2.549 | 2.478 | 0.375 | 0.145 | 0.874 |
| S212 | 0.000 | 0.000 | 1.000 | 1.946 | 2.575 | 2.921 | 3.251 | 0.288 | 0.825 | 1.061 | 1.000 | 1.648 | 3.851 | 3.959 | 0.366 | 0.210 | 0.778 |
| S211 | 0.000 | 0.000 | 1.000 | 1.293 | 1.909 | 1.711 | 3.389 | 0.201 | 0.626 | 0.354 | 1.000 | 1.158 | 3.007 | 1.349 | 0.258 | 0.169 | 0.744 |
| S210 | 0.000 | 0.500 | 1.000 | 1.487 | 5.489 | 1.694 | 2.440 | 0.142 | 0.643 | 0.707 | |||||||
| S209 | 0.000 | 0.000 | 1.000 | 1.174 | 1.598 | 1.537 | 1.818 | 0.144 | 0.407 | 0.707 | 0.997 | 1.275 | 2.427 | 2.794 | 0.359 | 0.076 | 0.995 |
| S208 | 0.000 | 0.000 | 1.000 | 1.826 | 2.777 | 1.934 | 3.004 | 0.181 | 0.967 | 0.707 | 1.000 | 0.950 | 3.373 | 3.362 | 0.309 | 0.172 | 0.583 |
| S207 | 0.000 | 0.000 | 0.964 | 0.923 | 2.363 | 1.500 | 2.005 | 0.115 | 0.713 | 0.354 | 1.000 | 0.644 | 1.832 | 1.849 | 0.290 | 0.134 | 0.794 |
| S206 | 0.000 | 0.000 | 1.000 | 2.218 | 2.882 | 2.923 | 3.004 | 0.154 | 0.549 | 0.354 | 1.000 | 1.833 | 4.121 | 4.326 | 0.357 | 0.127 | 0.683 |
| S205 | 0.000 | 0.000 | 1.000 | 1.691 | 3.114 | 2.646 | 2.991 | 0.096 | 0.741 | 0.707 | 1.000 | 1.818 | 3.862 | 4.148 | 0.236 | 0.127 | 0.756 |
| S204 | 0.000 | 0.000 | 1.000 | 1.502 | 2.257 | 2.018 | 2.572 | 0.204 | 1.073 | 0.707 | 1.000 | 1.138 | 2.716 | 3.237 | 0.298 | 0.213 | 1.507 |
| S203 | 0.000 | 0.500 | 0.900 | 2.347 | 1.547 | 4.431 | 4.086 | 0.128 | 0.693 | 0.354 | 1.000 | 1.455 | 24.927 | 8.559 | 0.120 | 0.128 | 0.739 |
| S202 | 0.000 | 0.000 | 1.000 | 1.514 | 1.530 | 3.165 | 2.867 | 0.114 | 0.000 | 0.000 | 1.000 | 1.150 | 5.148 | 5.876 | 0.073 | 0.192 | 0.615 |
| S201 | 0.000 | 0.000 | 1.000 | 1.520 | 2.244 | 2.145 | 2.828 | 0.240 | 0.779 | 0.000 | 1.000 | 1.546 | 4.219 | 4.757 | 0.206 | 0.134 | 0.806 |
| S200 | 0.000 | 0.000 | 0.893 | 1.161 | 2.862 | 2.185 | 1.961 | 0.205 | 0.863 | 0.000 | 1.000 | 0.597 | 2.273 | 3.959 | 0.148 | 0.187 | 1.214 |
| S199 | 0.000 | 0.500 | 0.857 | 1.475 | 1.957 | 2.210 | 2.558 | 0.245 | 0.737 | 0.354 | 1.000 | 2.255 | 7.234 | 4.897 | 0.390 | 0.112 | 0.925 |
| S198 | 0.000 | 0.500 | 1.000 | 3.866 | 1.979 | 1.958 | 2.454 | 0.269 | 0.537 | 0.354 | 1.000 | 0.794 | 2.530 | 2.470 | 0.316 | 0.199 | 1.773 |
| S197 | 0.000 | 0.000 | 1.000 | 2.106 | 2.034 | 2.028 | 3.471 | 0.315 | 0.615 | 0.354 | 1.000 | 1.272 | 3.374 | 3.045 | 0.404 | 0.189 | 1.099 |
| S196 | 0.000 | 0.000 | 1.000 | 1.047 | 2.106 | 1.463 | 1.922 | 0.204 | 0.528 | 0.707 | 1.000 | 1.577 | 1.846 | 3.665 | 0.124 | 0.097 | 0.822 |
| S195 | 0.000 | 0.000 | 1.000 | 1.344 | 1.335 | 1.407 | 1.988 | 0.130 | 0.199 | 0.000 | 1.000 | 0.698 | 2.362 | 2.318 | 0.192 | 0.067 | 0.565 |
| S194 | 0.000 | 0.000 | 1.000 | 1.344 | 1.777 | 2.121 | 3.638 | 0.295 | 0.525 | 0.354 | 1.000 | 0.892 | 3.057 | 2.897 | 0.375 | 0.172 | 1.364 |
| S193 | 0.000 | 0.000 | 1.000 | 1.170 | 1.814 | 1.873 | 2.174 | 0.168 | 0.724 | 0.707 | 1.000 | 0.988 | 1.840 | 2.742 | 0.091 | 0.072 | 0.605 |
| S192 | 0.000 | 0.000 | 1.000 | 1.372 | 1.715 | 1.964 | 2.305 | 0.183 | 0.802 | 0.707 | 1.000 | 1.116 | 2.321 | 2.656 | 0.303 | 0.098 | 0.360 |
| S191 | 0.000 | 0.000 | 1.000 | 1.085 | 1.395 | 1.595 | 3.164 | 0.145 | 0.704 | 1.061 | 1.000 | 0.804 | 2.291 | 2.545 | 0.376 | 0.148 | 0.700 |
| S190 | 0.000 | 0.000 | 0.913 | 1.328 | 1.929 | 2.072 | 2.971 | 0.169 | 0.525 | 0.707 | |||||||
| S189 | 0.000 | 1.000 | 0.595 | 1.268 | 4.890 | 1.909 | 2.418 | 0.229 | 0.828 | 0.000 | 1.000 | 1.913 | 5.913 | 4.755 | 0.485 | 0.084 | 0.554 |
| S188 | 0.000 | 0.000 | 0.929 | 2.201 | 2.724 | 2.608 | 4.604 | 0.202 | 0.668 | 0.354 | 1.000 | 1.701 | 5.154 | 5.296 | 0.231 | 0.110 | 0.621 |
| S187 | 0.000 | 0.000 | 0.917 | 2.538 | 4.190 | 3.347 | 4.068 | 0.406 | 0.973 | 0.354 | 1.000 | 1.534 | 3.988 | 4.139 | 0.442 | 0.208 | 1.557 |
| S186 | 0.000 | 0.500 | 1.000 | 2.081 | 2.853 | 2.921 | 3.352 | 0.136 | 0.916 | 0.354 | 1.000 | 1.349 | 3.836 | 4.424 | 0.483 | 0.172 | 0.796 |
| S185 | 0.000 | 0.000 | 1.000 | 0.853 | 1.105 | 1.626 | 1.819 | 0.170 | 0.657 | 0.707 | 1.000 | 0.844 | 2.348 | 2.915 | 0.273 | 0.179 | 0.529 |
| S184 | 0.000 | 0.500 | 0.843 | 2.114 | 5.858 | 7.475 | 5.366 | 0.242 | 0.617 | 0.354 | 0.787 | 2.367 | 3.413 | 10.973 | 0.255 | 0.083 | 0.766 |
| S183 | 0.000 | 0.000 | 1.000 | 1.898 | 3.311 | 2.808 | 4.702 | 0.211 | 0.814 | 0.000 | 1.000 | 6.765 | 3.728 | 4.513 | 0.212 | 0.175 | 0.884 |
| S182 | 0.000 | 0.000 | 1.000 | 2.719 | 3.090 | 3.467 | 4.974 | 0.156 | 0.834 | 0.707 | 1.000 | 0.914 | 3.753 | 3.432 | 0.330 | 0.167 | 0.586 |
| S181 | 0.000 | 0.000 | 0.964 | 1.938 | 3.761 | 3.473 | 4.387 | 0.224 | 0.797 | 0.000 | 0.827 | 2.174 | 2.640 | 4.642 | 0.170 | 0.064 | 0.511 |
| S180 | 0.000 | 0.000 | 0.950 | 1.185 | 2.342 | 1.426 | 2.299 | 0.064 | 0.462 | 0.354 | 1.000 | 0.942 | 1.927 | 2.662 | 0.090 | 0.096 | 0.494 |
| S179 | 0.000 | 0.250 | 1.000 | 2.990 | 2.102 | 2.797 | 4.539 | 0.154 | 0.358 | 0.707 | 1.000 | 1.275 | 3.775 | 3.626 | 0.273 | 0.111 | 0.491 |
| S178 | 0.000 | 0.000 | 1.000 | 1.321 | 1.784 | 1.567 | 2.550 | 0.194 | 0.834 | 0.354 | 1.000 | 0.922 | 2.140 | 2.376 | 0.186 | 0.087 | 1.113 |
| S177 | 0.000 | 0.500 | 0.926 | 1.667 | 3.152 | 5.510 | 3.462 | 0.232 | 0.629 | 0.000 | 1.000 | 1.874 | 3.982 | 6.979 | 0.409 | 0.095 | 1.507 |
| S176 | 0.000 | 0.000 | 0.964 | 2.410 | 3.243 | 3.747 | 4.315 | 0.272 | 0.796 | 0.000 | 1.000 | 1.618 | 4.845 | 4.721 | 0.266 | 0.165 | 0.815 |
| S175 | 0.000 | 0.500 | 0.893 | 2.497 | 2.310 | 3.097 | 6.320 | 0.202 | 0.739 | 1.061 | 1.000 | 1.042 | 2.680 | 2.551 | 0.228 | 0.195 | 1.627 |
| S174 | 0.000 | 0.500 | 0.964 | 1.572 | 2.908 | 2.124 | 7.362 | 0.083 | 0.663 | 0.707 | 1.000 | 0.745 | 3.976 | 8.976 | 0.100 | 0.060 | 0.929 |
| S173 | 0.000 | 0.000 | 1.000 | 1.561 | 2.609 | 2.147 | 3.123 | 0.246 | 0.724 | 0.000 | 1.000 | 1.380 | 4.853 | 4.855 | 0.340 | 0.169 | 0.812 |
| S172 | 0.000 | 0.000 | 0.857 | 1.778 | 2.397 | 2.265 | 2.895 | 0.318 | 0.859 | 1.061 | 1.000 | 1.530 | 4.295 | 4.024 | 0.451 | 0.226 | 0.739 |
| S171 | 0.000 | 0.000 | 0.929 | 1.335 | 2.256 | 2.601 | 2.723 | 0.149 | 0.487 | 0.354 | 1.000 | 0.801 | 7.868 | 2.918 | 0.258 | 0.129 | 0.673 |
| S170 | 0.000 | 0.500 | 0.905 | 2.818 | 6.842 | 5.090 | 5.707 | 0.293 | 1.037 | 0.707 | 1.000 | 4.561 | 13.513 | 12.296 | 0.432 | 0.129 | 1.262 |
| S169 | 0.000 | 0.000 | 1.000 | 2.534 | 2.809 | 3.751 | 5.201 | 0.236 | 0.854 | 0.707 | |||||||
| S168 | 0.000 | 0.000 | 1.000 | 1.916 | 2.226 | 1.748 | 2.163 | 0.184 | 0.545 | 0.000 | 1.000 | 1.154 | 2.518 | 3.340 | 0.089 | 0.150 | 0.824 |
| S167 | 0.000 | 0.000 | 1.000 | 0.813 | 1.325 | 1.300 | 2.202 | 0.249 | 1.127 | 0.707 | |||||||
| S166 | 0.000 | 0.000 | 1.000 | 0.926 | 1.113 | 1.126 | 1.459 | 0.162 | 0.635 | 0.000 | 1.000 | 0.859 | 2.224 | 1.914 | 0.247 | 0.114 | 0.318 |
| S165 | 0.000 | 0.000 | 1.000 | 1.699 | 2.933 | 2.793 | 3.059 | 0.196 | 0.908 | 0.707 | 1.000 | 1.470 | 3.302 | 3.869 | 0.153 | 0.142 | 0.822 |
| S164 | 0.000 | 0.000 | 1.000 | 1.006 | 1.283 | 1.474 | 1.791 | 0.124 | 0.467 | 0.000 | 1.000 | 0.571 | 2.970 | 2.437 | 0.118 | 0.149 | 0.664 |
| S163 | 0.000 | 0.500 | 1.000 | 1.618 | 2.576 | 6.214 | 3.047 | 0.122 | 0.719 | 0.354 | 1.000 | 1.189 | 2.977 | 2.833 | 0.251 | 0.124 | 1.163 |
| S162 | 0.000 | 0.000 | 0.973 | 2.022 | 2.397 | 2.974 | 3.504 | 0.132 | 0.557 | 0.000 | 1.000 | 1.221 | 4.145 | 3.221 | 0.112 | 0.118 | 0.561 |
| S161 | 0.000 | 0.250 | 1.000 | 2.168 | 3.121 | 3.229 | 5.050 | 0.301 | 0.961 | 0.354 | 1.000 | 1.816 | 3.526 | 4.034 | 0.449 | 0.125 | 1.208 |
| S160 | 0.000 | 0.000 | 1.000 | 1.608 | 3.534 | 1.646 | 2.242 | 0.154 | 0.692 | 0.000 | 1.000 | 0.929 | 3.023 | 2.503 | 0.290 | 0.158 | 0.890 |
| S159 | 0.000 | 0.000 | 0.964 | 0.970 | 1.526 | 1.697 | 2.031 | 0.144 | 0.687 | 0.000 | 1.000 | 0.721 | 2.179 | 2.460 | 0.106 | 0.080 | 0.543 |
| S158 | 0.000 | 0.000 | 1.000 | 1.553 | 1.578 | 1.817 | 2.292 | 0.129 | 0.366 | 0.000 | 0.987 | 0.906 | 5.601 | 2.647 | 0.323 | 0.091 | 0.707 |
| S157 | 0.000 | 0.000 | 1.000 | 1.395 | 2.264 | 2.050 | 3.377 | 0.137 | 0.585 | 0.354 | 1.000 | 0.722 | 1.993 | 2.006 | 0.352 | 0.178 | 0.979 |
| S156 | 0.000 | 0.000 | 1.000 | 1.118 | 1.418 | 1.802 | 1.844 | 0.207 | 0.737 | 0.354 | 1.000 | 0.742 | 1.172 | 1.663 | 0.198 | 0.182 | 0.685 |
| S155 | 0.000 | 0.250 | 1.000 | 1.599 | 2.294 | 2.304 | 3.285 | 0.329 | 0.671 | 1.768 | 1.000 | 1.568 | 4.559 | 4.944 | 0.449 | 0.110 | 1.097 |
| S154 | 0.000 | 0.000 | 1.000 | 0.979 | 1.271 | 1.328 | 1.867 | 0.185 | 0.637 | 0.354 | 1.000 | 0.780 | 1.867 | 2.369 | 0.203 | 0.169 | 0.534 |
| S153 | 0.500 | 0.250 | 0.964 | 1.959 | 1.466 | 1.382 | 2.978 | 0.160 | 1.068 | 1.061 | 1.000 | 1.481 | 2.874 | 3.135 | 0.127 | 0.162 | 0.842 |
| S152 | 0.000 | 0.500 | 1.000 | 1.255 | 2.559 | 8.312 | 2.170 | 0.349 | 0.903 | 0.707 | 1.000 | 0.956 | 5.665 | 6.348 | 0.304 | 0.210 | 1.529 |
| S151 | 0.000 | 1.000 | 0.787 | 6.055 | 1.806 | 7.617 | 1.062 | 0.199 | 0.655 | 1.414 | 0.933 | 3.456 | 4.432 | 4.996 | 0.221 | 0.141 | 1.112 |
| S150 | 0.000 | 0.000 | 0.929 | 1.602 | 1.898 | 2.199 | 2.757 | 0.247 | 0.758 | 0.354 | 1.000 | 1.009 | 3.496 | 2.574 | 0.408 | 0.125 | 1.258 |
| S149 | 0.000 | 0.000 | 1.000 | 1.038 | 1.291 | 1.402 | 1.797 | 0.117 | 0.724 | 0.354 | 1.000 | 0.831 | 2.742 | 2.254 | 0.252 | 0.083 | 0.464 |
| S148 | 0.000 | 1.000 | 0.804 | 3.082 | 1.542 | 11.678 | 5.329 | 0.167 | 1.056 | 0.354 | 1.000 | 0.808 | 1.693 | 1.999 | 0.281 | 0.176 | 0.830 |
| S147 | 0.000 | 0.000 | 1.000 | 2.631 | 2.598 | 3.734 | 4.462 | 0.093 | 0.644 | 0.354 | |||||||
| S146 | 0.000 | 0.250 | 1.000 | 0.877 | 1.449 | 1.356 | 1.819 | 0.157 | 1.108 | 0.707 | |||||||
| S145 | 0.000 | 0.000 | 1.000 | 1.724 | 2.164 | 2.095 | 3.415 | 0.188 | 0.785 | 0.707 | 1.000 | 1.116 | 2.437 | 3.312 | 0.087 | 0.200 | 0.874 |
| S144 | 0.000 | 0.000 | 1.000 | 1.564 | 3.449 | 2.245 | 2.949 | 0.303 | 0.561 | 0.354 | |||||||
| S143 | 0.000 | 0.000 | 0.964 | 1.230 | 1.597 | 1.831 | 2.758 | 0.176 | 0.638 | 0.000 | |||||||
| S142 | 0.000 | 0.000 | 1.000 | 1.166 | 1.522 | 1.615 | 2.256 | 0.265 | 0.888 | 0.354 | 1.000 | 0.843 | 4.184 | 2.552 | 0.300 | 0.136 | 0.967 |
| S141 | 0.000 | 0.000 | 0.929 | 1.679 | 3.655 | 2.994 | 3.882 | 0.223 | 0.979 | 1.414 | 1.000 | 1.545 | 3.443 | 3.624 | 0.306 | 0.127 | 1.087 |
| S140 | 0.000 | 0.000 | 1.000 | 2.317 | 2.107 | 2.418 | 2.455 | 0.203 | 0.585 | 0.707 | |||||||
| S139 | 0.000 | 0.000 | 0.857 | 2.020 | 2.878 | 2.427 | 3.706 | 0.252 | 0.823 | 1.061 | |||||||
| S138 | 0.000 | 0.000 | 1.000 | 1.607 | 2.167 | 2.391 | 3.089 | 0.099 | 0.450 | 0.000 | 1.000 | 1.124 | 2.885 | 3.328 | 0.177 | 0.049 | 0.450 |
| S137 | 0.000 | 0.000 | 1.000 | 2.415 | 3.982 | 3.379 | 4.709 | 0.201 | 0.802 | 0.707 | 1.000 | 2.073 | 3.441 | 8.485 | 0.330 | 0.167 | 1.170 |
| S136 | 0.000 | 0.000 | 1.000 | 1.253 | 1.406 | 1.455 | 1.588 | 0.212 | 0.687 | 0.354 | 1.000 | 1.081 | 2.923 | 2.740 | 0.279 | 0.113 | 0.689 |
| S135 | 0.000 | 0.000 | 1.000 | 1.269 | 1.598 | 1.561 | 1.911 | 0.147 | 0.626 | 1.061 | 1.000 | 0.939 | 1.946 | 2.272 | 0.103 | 0.082 | 0.667 |
| S134 | 0.000 | 0.000 | 1.000 | 1.375 | 1.852 | 1.804 | 2.320 | 0.185 | 0.656 | 0.000 | 1.000 | 1.236 | 3.236 | 3.321 | 0.293 | 0.167 | 1.203 |
| S133 | 0.000 | 0.000 | 1.000 | 1.079 | 1.699 | 1.365 | 1.155 | 0.164 | 0.398 | 0.354 | |||||||
| S132 | 0.000 | 0.000 | 0.952 | 1.508 | 1.876 | 2.020 | 2.664 | 0.143 | 0.667 | 0.354 | 1.000 | 1.270 | 2.888 | 3.575 | 0.352 | 0.153 | 0.627 |
| S131 | 0.000 | 0.000 | 0.964 | 1.548 | 3.060 | 2.143 | 3.262 | 0.174 | 0.765 | 0.707 | 1.000 | 1.533 | 3.425 | 3.826 | 0.298 | 0.096 | 0.449 |
| S130 | 0.000 | 0.000 | 0.951 | 1.389 | 1.623 | 2.126 | 3.081 | 0.246 | 0.664 | 0.354 | 0.620 | 0.676 | 18.939 | 2.733 | 0.248 | 0.111 | 1.191 |
| S129 | 0.000 | 0.000 | 1.000 | 2.034 | 1.930 | 2.243 | 3.098 | 0.235 | 0.727 | 0.707 | 0.780 | 1.212 | 3.612 | 3.814 | 0.384 | 0.165 | 0.851 |
| S128 | 0.000 | 0.000 | 0.944 | 1.295 | 1.707 | 2.099 | 2.268 | 0.071 | 0.724 | 0.000 | 1.000 | 1.130 | 8.028 | 6.902 | 0.240 | 0.139 | 0.913 |
| S127 | 0.000 | 1.000 | 0.750 | 1.872 | 14.156 | 2.988 | 3.551 | 0.260 | 0.768 | 0.354 | 1.000 | 1.523 | 5.212 | 4.341 | 0.425 | 0.088 | 0.719 |
| S126 | 0.000 | 0.000 | 0.999 | 0.958 | 1.471 | 2.260 | 3.916 | 0.161 | 0.557 | 1.061 | 1.000 | 0.828 | 2.344 | 2.773 | 0.261 | 0.139 | 0.815 |
| S125 | 0.000 | 0.000 | 1.000 | 0.904 | 1.103 | 0.945 | 1.365 | 0.122 | 0.629 | 0.707 | 1.000 | 0.805 | 1.376 | 1.623 | 0.135 | 0.086 | 0.324 |
| S124 | 0.000 | 0.000 | 1.000 | 1.127 | 1.696 | 1.590 | 3.555 | 0.212 | 0.803 | 0.707 | 1.000 | 0.944 | 2.528 | 4.157 | 0.057 | 0.052 | 0.821 |
| S123 | 1.000 | 0.000 | 0.964 | 1.012 | 1.659 | 2.681 | 2.070 | 0.189 | 0.467 | 0.707 | 1.000 | 0.659 | 1.241 | 0.925 | 0.182 | 0.126 | 1.112 |
| S122 | 0.000 | 0.500 | 0.964 | 2.966 | 3.771 | 4.138 | 2.754 | 0.216 | 0.981 | 0.354 | 1.000 | 0.985 | 3.663 | 2.929 | 0.210 | 0.255 | 0.903 |
| S121 | 0.000 | 0.500 | 1.000 | 1.091 | 2.171 | 3.481 | 2.519 | 0.101 | 0.571 | 0.354 | 1.000 | 1.311 | 2.977 | 4.333 | 0.174 | 0.080 | 0.664 |
| S120 | 0.000 | 0.250 | 1.000 | 2.460 | 4.160 | 2.681 | 2.985 | 0.194 | 0.528 | 0.000 | 1.000 | 1.511 | 3.571 | 3.440 | 0.331 | 0.096 | 0.761 |
| S119 | 0.000 | 0.500 | 0.964 | 3.599 | 3.987 | 5.267 | 5.465 | 0.122 | 0.447 | 0.000 | 0.933 | 2.276 | 17.802 | 8.090 | 0.268 | 0.132 | 0.749 |
| S118 | 0.000 | 0.000 | 1.000 | 1.461 | 2.936 | 2.002 | 2.378 | 0.156 | 0.539 | 0.000 | |||||||
| S117 | 0.000 | 0.250 | 0.893 | 2.431 | 1.215 | 1.241 | 2.588 | 0.253 | 0.864 | 0.707 | 1.000 | 1.149 | 1.819 | 2.164 | 0.403 | 0.227 | 0.856 |
| S116 | 0.000 | 0.000 | 0.964 | 1.238 | 1.922 | 2.067 | 2.462 | 0.207 | 0.687 | 0.354 | 1.000 | 0.607 | 1.628 | 1.950 | 0.075 | 0.148 | 0.811 |
| S115 | 0.000 | 0.000 | 1.000 | 1.634 | 1.648 | 1.923 | 2.453 | 0.135 | 0.728 | 0.000 | 1.000 | 1.029 | 2.274 | 2.743 | 0.287 | 0.135 | 0.859 |
| S114 | 0.000 | 0.000 | 0.977 | 0.964 | 1.467 | 1.984 | 2.204 | 0.137 | 0.742 | 1.061 | 1.000 | 1.120 | 2.525 | 2.515 | 0.289 | 0.145 | 0.800 |
| S113 | 0.000 | 0.500 | 1.000 | 2.235 | 2.564 | 4.278 | 3.450 | 0.164 | 0.692 | 0.000 | 1.000 | 0.731 | 2.530 | 2.292 | 0.105 | 0.106 | 0.636 |
| S112 | 0.000 | 0.000 | 1.000 | 1.542 | 1.687 | 1.797 | 2.863 | 0.239 | 0.816 | 0.354 | 1.000 | 0.604 | 7.180 | 3.415 | 0.196 | 0.193 | 1.186 |
| S111 | 0.000 | 0.000 | 1.000 | 1.346 | 2.048 | 1.928 | 2.283 | 0.225 | 0.908 | 0.000 | 1.000 | 1.443 | 3.507 | 4.301 | 0.384 | 0.200 | 0.542 |
| S110 | 0.000 | 1.000 | 0.444 | 0.500 | 1.035 | 0.625 | 1.052 | 0.216 | 0.956 | 0.707 | 0.430 | 0.346 | 0.783 | 0.567 | 0.295 | 0.278 | 0.713 |
| S109 | 0.000 | 0.000 | 0.929 | 1.942 | 2.720 | 2.470 | 3.267 | 0.212 | 0.984 | 0.707 | 1.000 | 1.137 | 3.840 | 3.609 | 0.312 | 0.116 | 1.376 |
| S108 | 0.000 | 0.000 | 1.000 | 1.043 | 1.789 | 1.661 | 2.620 | 0.200 | 0.687 | 0.707 | 1.000 | 0.712 | 1.403 | 1.920 | 0.301 | 0.080 | 0.766 |
| S107 | 0.000 | 0.250 | 1.000 | 1.123 | 1.424 | 1.703 | 2.584 | 0.277 | 0.814 | 0.707 | 1.000 | 0.644 | 1.363 | 1.959 | 0.481 | 0.310 | 1.141 |
| S106 | 0.000 | 0.000 | 1.000 | 1.551 | 1.918 | 2.582 | 3.230 | 0.263 | 0.920 | 0.000 | |||||||
| S105 | 0.000 | 0.500 | 1.000 | 1.146 | 1.703 | 3.678 | 2.709 | 0.101 | 0.838 | 0.707 | 1.000 | 0.816 | 2.487 | 2.952 | 0.252 | 0.333 | 0.641 |
| S104 | 0.000 | 0.000 | 0.874 | 1.208 | 2.154 | 1.813 | 1.564 | 0.169 | 0.727 | 0.707 | 1.000 | 0.878 | 1.450 | 1.424 | 0.345 | 0.158 | 0.903 |
| S103 | 0.000 | 0.000 | 1.000 | 1.111 | 2.064 | 1.916 | 2.653 | 0.077 | 0.557 | 0.000 | 1.000 | 1.232 | 2.563 | 3.069 | 0.217 | 0.203 | 1.055 |
| S102 | 0.000 | 0.000 | 0.970 | 1.148 | 2.116 | 1.962 | 2.562 | 0.166 | 0.819 | 0.707 | 1.000 | 1.125 | 2.395 | 3.074 | 0.311 | 0.096 | 0.549 |
| S101 | 0.000 | 0.000 | 1.000 | 1.567 | 1.772 | 2.167 | 2.586 | 0.189 | 0.309 | 0.354 | 1.000 | 1.095 | 3.537 | 3.494 | 0.239 | 0.069 | 0.367 |
| S100 | 0.000 | 0.000 | 1.000 | 1.696 | 2.091 | 1.793 | 2.910 | 0.141 | 0.577 | 0.000 | 1.000 | 0.871 | 2.295 | 3.007 | 0.288 | 0.100 | 0.576 |
| S099 | 0.000 | 0.750 | 0.886 | 2.410 | 2.758 | 2.462 | 5.870 | 0.391 | 0.724 | 0.000 | 1.000 | 0.837 | 2.627 | 2.711 | 0.308 | 0.127 | 1.064 |
| S098 | 0.000 | 0.000 | 1.000 | 1.644 | 1.681 | 1.968 | 3.404 | 0.207 | 0.957 | 0.707 | |||||||
| S097 | 0.000 | 0.000 | 1.000 | 1.009 | 1.301 | 1.626 | 1.790 | 0.118 | 0.410 | 0.354 | 1.000 | 0.570 | 1.719 | 2.007 | 0.220 | 0.063 | 0.843 |
| S096 | 0.000 | 0.000 | 1.000 | 1.673 | 1.483 | 1.753 | 2.445 | 0.350 | 0.924 | 1.414 | 1.000 | 2.442 | 2.810 | 4.786 | 0.444 | 0.288 | 1.275 |
| S095 | 0.000 | 0.000 | 1.000 | 1.345 | 1.592 | 1.836 | 1.822 | 0.150 | 0.774 | 0.707 | 1.000 | 1.280 | 2.318 | 2.397 | 0.269 | 0.218 | 0.748 |
| S094 | 0.000 | 0.000 | 0.964 | 1.700 | 2.307 | 2.572 | 4.046 | 0.185 | 0.855 | 0.000 | 0.937 | 0.940 | 2.970 | 2.941 | 0.264 | 0.115 | 1.100 |
| S093 | 0.000 | 0.000 | 1.000 | 1.897 | 2.166 | 2.882 | 3.538 | 0.135 | 0.724 | 0.000 | 1.000 | 2.257 | 4.398 | 4.882 | 0.243 | 0.140 | 0.887 |
| S092 | 0.000 | 0.000 | 1.000 | 1.178 | 2.504 | 2.125 | 2.874 | 0.200 | 0.814 | 0.354 | 1.000 | 0.708 | 2.452 | 2.363 | 0.212 | 0.157 | 0.717 |
| S091 | 0.000 | 0.000 | 0.893 | 0.852 | 1.412 | 1.357 | 2.734 | 0.090 | 0.707 | 0.707 | |||||||
| S090 | 0.000 | 0.000 | 1.000 | 1.984 | 2.113 | 2.294 | 3.323 | 0.246 | 0.618 | 0.354 | 1.000 | 1.811 | 6.279 | 3.608 | 0.350 | 0.169 | 1.019 |
| S089 | 0.000 | 1.000 | 0.891 | 6.854 | 2.193 | 2.354 | 2.849 | 0.201 | 0.545 | 0.354 | 1.000 | 0.582 | 1.907 | 2.787 | 0.401 | 0.211 | 0.667 |
| S088 | 0.000 | 0.000 | 1.000 | 2.068 | 2.503 | 3.000 | 4.065 | 0.237 | 0.410 | 0.000 | 1.000 | 1.700 | 8.566 | 5.096 | 0.233 | 0.078 | 0.789 |
| S087 | 0.000 | 0.250 | 1.000 | 1.566 | 4.313 | 2.873 | 2.848 | 0.196 | 0.652 | 0.707 | 1.000 | 1.078 | 3.060 | 3.713 | 0.295 | 0.151 | 1.098 |
| S086 | 0.000 | 0.000 | 0.924 | 2.013 | 2.597 | 2.479 | 3.682 | 0.292 | 0.834 | 0.000 | 1.000 | 1.401 | 3.548 | 3.974 | 0.351 | 0.142 | 1.122 |
| S085 | 0.000 | 0.000 | 0.880 | 1.307 | 3.385 | 2.514 | 2.843 | 0.164 | 0.756 | 0.354 | 1.000 | 1.190 | 3.108 | 3.228 | 0.114 | 0.117 | 0.914 |
| S084 | 0.000 | 0.000 | 1.000 | 1.795 | 1.887 | 2.720 | 3.042 | 0.206 | 0.797 | 0.354 | 1.000 | 2.035 | 3.961 | 3.637 | 0.293 | 0.179 | 0.954 |
| S083 | 0.000 | 0.500 | 1.000 | 2.247 | 4.753 | 4.815 | 5.163 | 0.214 | 0.110 | 0.354 | 1.000 | 2.153 | 5.106 | 5.242 | 0.078 | 0.141 | 0.602 |
| S082 | 0.000 | 0.000 | 0.999 | 0.789 | 1.058 | 1.190 | 1.354 | 0.291 | 1.384 | 0.354 | |||||||
| S081 | 0.000 | 0.000 | 0.964 | 1.177 | 2.558 | 2.437 | 2.485 | 0.166 | 0.825 | 0.707 | 1.000 | 0.732 | 1.635 | 1.705 | 0.184 | 0.136 | 0.928 |
| S080 | 0.000 | 0.500 | 1.000 | 1.130 | 3.723 | 2.102 | 3.188 | 0.426 | 0.817 | 1.061 | 1.000 | 0.892 | 4.189 | 3.243 | 0.422 | 0.237 | 1.043 |
| S079 | 0.000 | 0.500 | 1.000 | 1.320 | 2.051 | 2.116 | 4.948 | 0.253 | 0.836 | 0.000 | 1.000 | 0.927 | 7.657 | 3.346 | 0.451 | 0.207 | 0.919 |
| S078 | 0.000 | 0.000 | 1.000 | 1.120 | 1.865 | 1.645 | 2.061 | 0.170 | 0.418 | 0.354 | 0.877 | 1.845 | 1.939 | 2.375 | 0.194 | 0.112 | 0.753 |
| S077 | 0.000 | 0.000 | 1.000 | 1.327 | 1.885 | 1.707 | 2.353 | 0.360 | 0.862 | 0.354 | 1.000 | 1.715 | 2.902 | 3.267 | 0.428 | 0.341 | 0.892 |
| S076 | 0.000 | 0.000 | 0.964 | 1.597 | 2.249 | 2.194 | 2.502 | 0.153 | 0.675 | 0.707 | 1.000 | 1.465 | 4.299 | 4.989 | 0.205 | 0.131 | 0.716 |
| S075 | 0.000 | 0.000 | 1.000 | 1.848 | 3.184 | 3.326 | 4.551 | 0.218 | 0.858 | 0.354 | 1.000 | 2.111 | 5.419 | 4.384 | 0.282 | 0.188 | 1.006 |
| S074 | 0.000 | 0.000 | 0.929 | 1.309 | 1.640 | 1.664 | 1.860 | 0.186 | 0.713 | 0.707 | 1.000 | 0.766 | 2.207 | 2.166 | 0.281 | 0.087 | 0.563 |
| S073 | 0.000 | 0.000 | 0.964 | 1.626 | 1.868 | 1.930 | 2.479 | 0.190 | 0.666 | 0.000 | 1.000 | 1.467 | 2.838 | 2.796 | 0.148 | 0.098 | 0.619 |
| S072 | 0.000 | 1.000 | 1.000 | 1.283 | 14.469 | 2.321 | 2.315 | 0.175 | 0.559 | 0.707 | 1.000 | 0.391 | 1.086 | 1.206 | 0.138 | 0.142 | 1.026 |
| S071 | 0.000 | 0.000 | 1.000 | 1.652 | 2.506 | 2.479 | 2.670 | 0.185 | 0.834 | 0.354 | 1.000 | 1.047 | 2.745 | 3.909 | 0.337 | 0.136 | 0.742 |
| S070 | 0.000 | 0.250 | 0.788 | 1.907 | 2.070 | 2.267 | 2.458 | 0.169 | 0.643 | 0.000 | |||||||
| S069 | 0.000 | 0.500 | 0.952 | 3.627 | 1.232 | 1.318 | 6.019 | 0.192 | 0.509 | 0.707 | |||||||
| S068 | 0.000 | 0.750 | 0.621 | 1.335 | 1.479 | 2.720 | 3.725 | 0.163 | 0.320 | 0.354 | 0.710 | 0.829 | 2.248 | 6.026 | 0.038 | 0.103 | 0.480 |
| S067 | 0.000 | 0.000 | 0.910 | 1.005 | 1.141 | 1.345 | 1.457 | 0.186 | 0.545 | 0.707 | 0.933 | 0.762 | 1.910 | 1.680 | 0.294 | 0.067 | 0.821 |
| S066 | 0.000 | 1.000 | 1.000 | 2.697 | 3.905 | 6.625 | 5.193 | 0.437 | 0.868 | 1.061 | 1.000 | 1.769 | 14.795 | 5.871 | 0.307 | 0.156 | 1.491 |
| S065 | 0.000 | 0.000 | 0.964 | 1.282 | 1.868 | 2.154 | 2.847 | 0.226 | 0.675 | 0.000 | 1.000 | 1.313 | 2.621 | 2.959 | 0.216 | 0.082 | 0.524 |
| S064 | 0.000 | 0.000 | 1.000 | 2.103 | 3.373 | 2.784 | 4.023 | 0.079 | 0.823 | 0.354 | 1.000 | 1.440 | 4.617 | 3.835 | 0.264 | 0.103 | 0.635 |
| S063 | 0.000 | 0.000 | 0.891 | 1.521 | 1.713 | 2.049 | 2.047 | 0.188 | 0.676 | 0.354 | 1.000 | 0.980 | 3.679 | 3.757 | 0.131 | 0.160 | 0.579 |
| S062 | 0.000 | 0.000 | 1.000 | 1.922 | 2.015 | 2.030 | 2.409 | 0.084 | 0.534 | 0.354 | 1.000 | 0.898 | 2.195 | 2.952 | 0.268 | 0.044 | 0.767 |
| S061 | 0.000 | 0.500 | 1.000 | 0.817 | 6.877 | 1.362 | 1.873 | 0.145 | 0.509 | 0.000 | 1.000 | 0.715 | 2.218 | 2.420 | 0.111 | 0.143 | 0.647 |
| S060 | 0.000 | 0.000 | 0.964 | 1.567 | 2.094 | 2.395 | 2.996 | 0.210 | 0.509 | 0.354 | 1.000 | 1.387 | 3.175 | 3.327 | 0.328 | 0.163 | 0.717 |
| S059 | 0.000 | 0.000 | 0.997 | 2.304 | 2.234 | 2.914 | 2.421 | 0.255 | 0.907 | 0.707 | 1.000 | 0.984 | 3.476 | 3.533 | 0.399 | 0.280 | 1.177 |
| S058 | 0.000 | 0.000 | 1.000 | 2.149 | 3.804 | 2.734 | 4.261 | 0.209 | 0.647 | 1.414 | |||||||
| S057 | 0.000 | 0.000 | 1.000 | 3.019 | 2.526 | 2.324 | 3.804 | 0.167 | 0.724 | 0.354 | 1.000 | 1.831 | 3.418 | 3.913 | 0.279 | 0.182 | 1.018 |
| S056 | 0.000 | 0.000 | 1.000 | 1.477 | 1.661 | 2.534 | 2.419 | 0.181 | 0.577 | 1.061 | 1.000 | 0.946 | 2.654 | 2.670 | 0.345 | 0.224 | 1.260 |
| S055 | 0.000 | 0.000 | 0.964 | 1.084 | 1.428 | 1.200 | 1.911 | 0.237 | 0.715 | 0.000 | 1.000 | 0.773 | 2.163 | 1.956 | 0.394 | 0.166 | 0.490 |
| S054 | 0.000 | 0.000 | 0.857 | 2.392 | 3.006 | 2.951 | 3.400 | 0.158 | 0.597 | 0.707 | 1.000 | 2.146 | 5.656 | 5.348 | 0.285 | 0.205 | 0.614 |
| S053 | 0.000 | 0.000 | 1.000 | 1.324 | 2.183 | 1.636 | 2.435 | 0.117 | 0.571 | 0.000 | 1.000 | 0.720 | 2.328 | 2.217 | 0.240 | 0.112 | 0.463 |
| S052 | 0.000 | 0.000 | 1.000 | 1.873 | 2.227 | 2.108 | 2.541 | 0.140 | 0.537 | 0.354 | 1.000 | 1.659 | 2.329 | 2.428 | 0.201 | 0.100 | 0.722 |
| S051 | 0.000 | 0.000 | 1.000 | 2.072 | 2.736 | 2.599 | 3.642 | 0.157 | 0.199 | 0.354 | 1.000 | 2.641 | 7.243 | 6.177 | 0.233 | 0.083 | 0.833 |
| S050 | 0.000 | 0.000 | 1.000 | 1.454 | 2.037 | 2.662 | 2.679 | 0.216 | 0.460 | 0.000 | 1.000 | 0.875 | 3.154 | 3.247 | 0.158 | 0.165 | 0.967 |
| S049 | 0.000 | 0.500 | 0.929 | 2.178 | 4.859 | 3.562 | 5.110 | 0.207 | 0.528 | 0.000 | 1.000 | 2.354 | 5.526 | 6.149 | 0.393 | 0.169 | 0.792 |
| S048 | 0.000 | 0.000 | 1.000 | 1.377 | 1.914 | 2.253 | 2.993 | 0.196 | 0.537 | 0.354 | 1.000 | 0.885 | 2.191 | 2.906 | 0.174 | 0.158 | 1.156 |
| S047 | 0.000 | 1.000 | 0.779 | 4.321 | 1.188 | 0.905 | 3.752 | 0.184 | 0.089 | 0.000 | |||||||
| S046 | 0.000 | 0.000 | 1.000 | 1.099 | 1.136 | 1.422 | 1.599 | 0.100 | 0.666 | 0.707 | 1.000 | 0.674 | 1.779 | 2.162 | 0.282 | 0.160 | 0.898 |
| S045 | 0.000 | 0.000 | 0.893 | 2.371 | 2.143 | 2.942 | 3.046 | 0.258 | 0.606 | 0.354 | 1.000 | 1.308 | 4.389 | 4.066 | 0.306 | 0.120 | 0.915 |
| S044 | 0.000 | 0.000 | 0.964 | 1.625 | 2.098 | 2.295 | 3.221 | 0.170 | 0.699 | 0.354 | 1.000 | 2.691 | 4.600 | 5.542 | 0.436 | 0.192 | 0.892 |
| S043 | 0.000 | 0.000 | 0.964 | 1.304 | 1.868 | 1.949 | 2.288 | 0.219 | 0.398 | 0.354 | 1.000 | 1.117 | 2.376 | 2.369 | 0.211 | 0.197 | 0.773 |
| S042 | 0.000 | 0.000 | 1.000 | 1.204 | 1.659 | 1.917 | 2.408 | 0.160 | 0.545 | 1.061 | 1.000 | 1.374 | 2.951 | 3.249 | 0.243 | 0.103 | 0.441 |
| S041 | 0.000 | 0.000 | 1.000 | 1.455 | 1.949 | 1.693 | 2.056 | 0.181 | 0.732 | 0.354 | 1.000 | 1.160 | 2.657 | 2.257 | 0.361 | 0.106 | 0.660 |
| S040 | 0.000 | 0.000 | 1.000 | 1.422 | 1.965 | 1.220 | 1.954 | 0.121 | 0.687 | 0.707 | 0.933 | 1.805 | 3.320 | 2.609 | 0.305 | 0.155 | 0.438 |
| S039 | 0.000 | 0.000 | 1.000 | 2.092 | 3.134 | 2.945 | 2.904 | 0.190 | 0.656 | 0.707 | 1.000 | 0.937 | 2.700 | 2.954 | 0.281 | 0.124 | 0.591 |
| S038 | 0.000 | 0.500 | 0.964 | 3.351 | 6.988 | 3.231 | 6.149 | 0.196 | 0.687 | 0.354 | 1.000 | 4.282 | 7.684 | 6.381 | 0.314 | 0.186 | 1.244 |
| S037 | 0.000 | 0.500 | 1.000 | 0.770 | 4.167 | 2.955 | 1.453 | 0.104 | 0.398 | 0.354 | 1.000 | 0.727 | 1.784 | 2.165 | 0.331 | 0.132 | 0.575 |
| S036 | 0.000 | 0.000 | 0.996 | 1.325 | 1.921 | 1.766 | 2.582 | 0.226 | 0.728 | 0.354 | 1.000 | 1.336 | 3.207 | 2.723 | 0.288 | 0.116 | 0.972 |
| S035 | 0.000 | 0.000 | 0.993 | 2.358 | 2.258 | 2.601 | 2.810 | 0.182 | 0.837 | 0.354 | 1.000 | 1.342 | 4.265 | 4.077 | 0.329 | 0.148 | 0.424 |
| S034 | 0.000 | 0.000 | 1.000 | 2.966 | 3.338 | 4.372 | 5.711 | 0.182 | 0.617 | 0.354 | 1.000 | 2.073 | 5.942 | 5.833 | 0.020 | 0.139 | 0.685 |
| S033 | 0.000 | 0.000 | 1.000 | 0.692 | 0.890 | 1.091 | 1.226 | 0.088 | 0.288 | 0.000 | 1.000 | 0.436 | 1.694 | 1.753 | 0.060 | 0.064 | 0.339 |
| S032 | 0.000 | 0.000 | 1.000 | 1.131 | 1.565 | 2.121 | 2.215 | 0.148 | 0.736 | 0.000 | 1.000 | 0.714 | 2.044 | 2.116 | 0.173 | 0.148 | 0.735 |
| S031 | 0.000 | 0.000 | 0.964 | 1.509 | 1.611 | 1.729 | 1.971 | 0.224 | 0.830 | 0.354 | 1.000 | 0.744 | 2.250 | 3.086 | 0.337 | 0.097 | 0.834 |
| S030 | 0.000 | 0.500 | 0.776 | 3.296 | 2.679 | 4.596 | 4.462 | 0.222 | 0.948 | 0.000 | 0.930 | 1.107 | 2.667 | 3.357 | 0.242 | 0.070 | 0.817 |
| S029 | 0.000 | 0.500 | 0.913 | 1.302 | 6.534 | 3.338 | 3.826 | 0.167 | 1.146 | 0.000 | |||||||
| S028 | 0.000 | 0.000 | 0.964 | 1.741 | 3.268 | 2.695 | 3.601 | 0.172 | 0.585 | 0.707 | 1.000 | 1.445 | 4.530 | 3.751 | 0.239 | 0.118 | 0.828 |
| S027 | 0.000 | 0.000 | 1.000 | 1.369 | 1.777 | 2.340 | 4.058 | 0.161 | 0.675 | 0.000 | 1.000 | 0.975 | 3.185 | 3.115 | 0.120 | 0.121 | 0.696 |
| S026 | 0.000 | 0.500 | 1.000 | 4.696 | 5.658 | 5.382 | 6.233 | 0.173 | 0.790 | 0.354 | 1.000 | 2.717 | 9.315 | 7.220 | 0.223 | 0.093 | 0.695 |
| S025 | 0.000 | 0.500 | 1.000 | 2.561 | 2.680 | 5.594 | 4.803 | 0.317 | 0.748 | 0.000 | 1.000 | 2.586 | 7.020 | 6.428 | 0.311 | 0.133 | 0.724 |
| S024 | 0.000 | 0.000 | 1.000 | 2.115 | 3.116 | 3.465 | 3.902 | 0.182 | 0.835 | 1.414 | 1.000 | 1.579 | 3.468 | 3.279 | 0.223 | 0.171 | 0.831 |
| S023 | 0.000 | 0.000 | 1.000 | 1.548 | 1.875 | 2.191 | 2.886 | 0.277 | 0.674 | 0.000 | |||||||
| S022 | 0.000 | 0.000 | 1.000 | 1.121 | 1.435 | 1.802 | 2.783 | 0.217 | 0.610 | 0.000 | 1.000 | 0.927 | 3.102 | 2.641 | 0.460 | 0.272 | 1.053 |
| S021 | 0.000 | 0.750 | 1.000 | 4.232 | 3.404 | 6.555 | 7.422 | 0.484 | 0.819 | 1.061 | 1.000 | 1.937 | 10.164 | 5.709 | 0.407 | 0.175 | 1.159 |
| S020 | 0.000 | 0.000 | 0.860 | 1.631 | 2.575 | 2.375 | 3.247 | 0.256 | 1.017 | 1.414 | 1.000 | 1.131 | 2.173 | 2.581 | 0.246 | 0.123 | 0.690 |
| S019 | 0.000 | 0.000 | 0.893 | 1.980 | 2.789 | 3.059 | 5.708 | 0.205 | 0.744 | 0.354 | 1.000 | 1.819 | 3.945 | 3.614 | 0.237 | 0.116 | 0.750 |
| S018 | 0.000 | 0.000 | 1.000 | 1.658 | 2.039 | 2.027 | 2.613 | 0.146 | 0.656 | 1.061 | 1.000 | 1.693 | 4.195 | 6.711 | 0.076 | 0.088 | 0.957 |
| S017 | 0.000 | 0.000 | 0.964 | 1.299 | 1.681 | 1.911 | 2.055 | 0.201 | 0.937 | 0.354 | 1.000 | 0.805 | 2.606 | 7.445 | 0.169 | 0.140 | 0.798 |
| S016 | 0.000 | 0.500 | 0.964 | 4.064 | 5.145 | 3.684 | 5.762 | 0.076 | 0.551 | 0.354 | 1.000 | 2.738 | 5.341 | 4.064 | 0.186 | 0.072 | 0.345 |
| S015 | 0.000 | 0.000 | 1.000 | 1.045 | 1.275 | 1.418 | 2.595 | 0.292 | 0.713 | 0.354 | 1.000 | 0.856 | 2.214 | 2.010 | 0.315 | 0.301 | 0.895 |
| S014 | 0.000 | 0.000 | 1.000 | 0.818 | 1.350 | 1.324 | 1.521 | 0.225 | 0.467 | 0.354 | |||||||
| S013 | 0.000 | 0.000 | 1.000 | 1.071 | 1.270 | 1.418 | 2.425 | 0.093 | 0.710 | 0.000 | 1.000 | 0.787 | 2.355 | 2.585 | 0.416 | 0.093 | 0.514 |
| S012 | 0.000 | 0.000 | 0.917 | 3.183 | 5.186 | 5.265 | 5.370 | 0.193 | 0.577 | 0.354 | 0.990 | 1.808 | 6.248 | 6.098 | 0.018 | 0.129 | 1.140 |
| S011 | 0.000 | 0.500 | 1.000 | 1.871 | 2.802 | 2.380 | 3.382 | 0.155 | 0.814 | 0.354 | 1.000 | 1.188 | 3.283 | 3.533 | 0.313 | 0.130 | 0.769 |
| S010 | 0.000 | 0.000 | 0.964 | 1.848 | 2.864 | 2.614 | 3.647 | 0.263 | 1.243 | 0.000 | 1.000 | 1.624 | 4.458 | 5.127 | 0.307 | 0.138 | 0.737 |
| S009 | 0.000 | 0.000 | 1.000 | 1.347 | 2.064 | 2.250 | 2.512 | 0.296 | 0.635 | 0.354 | 1.000 | 1.284 | 3.324 | 3.229 | 0.323 | 0.179 | 0.598 |
| S008 | 2.000 | 1.000 | 0.667 | 3.125 | 0.986 | 1.307 | 1.290 | 0.024 | 0.000 | 0.000 | |||||||
| S007 | 0.000 | 0.000 | 0.929 | 1.095 | 1.324 | 1.792 | 2.001 | 0.211 | 0.702 | 0.707 | 1.000 | 0.765 | 1.994 | 2.009 | 0.354 | 0.135 | 0.828 |
| S006 | 0.000 | 0.000 | 1.000 | 1.950 | 2.418 | 2.383 | 3.761 | 0.290 | 0.960 | 0.354 | 1.000 | 0.930 | 3.353 | 3.407 | 0.324 | 0.131 | 0.556 |
| S005 | 0.000 | 0.000 | 1.000 | 1.828 | 2.952 | 2.998 | 3.546 | 0.163 | 0.577 | 0.707 | 1.000 | 1.330 | 4.404 | 4.252 | 0.146 | 0.115 | 0.705 |
| S004 | 0.000 | 1.000 | 0.893 | 5.980 | 2.109 | 2.576 | 3.286 | 0.187 | 0.713 | 0.354 | 1.000 | 1.467 | 3.221 | 3.567 | 0.378 | 0.156 | 0.703 |
| S003 | 2.000 | 0.000 | 0.952 | 0.955 | 1.375 | 2.160 | 1.962 | 0.216 | 0.847 | 0.000 | 0.947 | 0.719 | 1.588 | 3.709 | 0.102 | 0.098 | 0.819 |
| S002 | 0.000 | 0.000 | 0.917 | 1.690 | 2.410 | 2.997 | 2.706 | 0.254 | 0.571 | 0.354 | 1.000 | 0.798 | 2.273 | 1.960 | 0.159 | 0.146 | 0.624 |
| S001 | 0.000 | 0.500 | 0.728 | 1.912 | 2.523 | 4.542 | 7.272 | 0.179 | 0.659 | 0.707 |
# Inspection: select(sub[sub$Participant == "S199", ], starts_with("AttentionCheck"))
sub[
sub$Participant %in% outliers_questionnaires,
names(sub)[!names(sub) %in% c(
"Participant", "Nationality", "Age",
"Ethnicity", "Sex", "Student", "Education",
"Interval", "AttentionCheck_Session1",
"AttentionCheck_Session2"
)]
] <- NA
We collected data from 500 participants.
illusion1 <- illusion1[!illusion1$Participant %in% outliers_illusion1, ]
illusion2 <- illusion2[!illusion2$Participant %in% outliers_illusion1, ]
perceptual <- perceptual[!perceptual$Participant %in% outliers_illusion1, ]
sub <- sub[!sub$Participant %in% outliers_illusion1, ]
The final sample included 497 participants (Mean age = 30.0, SD = 10.1, range: [18, 73]; Sex: 49.9% females, 50.1% males, 0.0% other; Education: Prefer not to say, 0.20%; Other, 2.41%; High school, 34.21%; Bachelor, 45.07%; Master, 16.30%; Doctorate, 1.81%), from which 444 (89.34%) completed session 2.
p_country <- select(sub, region = Nationality) |>
group_by(region) |>
summarize(n = n()) |>
right_join(map_data("world"), by = "region") |>
ggplot(aes(long, lat, group = group)) +
geom_polygon(aes(fill = n)) +
scale_fill_gradientn(colors = c("#FFEB3B", "red", "purple")) +
labs(fill = "N") +
theme_void() +
labs(title = "Origin", subtitle = "Number of participants by country of origin") +
theme(
plot.title = element_text(size = rel(1), face = "bold", hjust = 0)
)
p_country
p_age <- estimate_density(sub$Age) |>
normalize(select = y) |>
mutate(y = y * 86) |> # To match the binwidth
ggplot(aes(x = x)) +
geom_histogram(data=sub, aes(x = Age), fill = "#616161", bins=28) +
geom_line(aes(y = y), color = "orange", linewidth=2) +
geom_vline(xintercept = mean(sub$Age), color = "red", linewidth=1.5) +
geom_label(data = data.frame(x = mean(sub$Age) * 1.15, y = 0.95 * 75), aes(y = y), color = "red", label = paste0("Mean = ", format_value(mean(sub$Age)))) +
scale_x_continuous(expand = c(0, 0)) +
scale_y_continuous(expand = c(0, 0)) +
labs(title = "Age", y = "Number of Participants", color = NULL, subtitle = "Distribution of participants' age") +
theme_modern(axis.title.space = 10) +
theme(
plot.title = element_text(size = rel(1), face = "bold", hjust = 0),
plot.subtitle = element_text(vjust = 7),
axis.text.y = element_text(size = rel(0.8)),
axis.text.x = element_text(size = rel(0.8)),
axis.title.x = element_blank()
)
p_age
plot_waffle <- function(sub, what = "Nationality", title = what, rows = 8, size = 3) {
ggwaffle::waffle_iron(sub, what, rows = rows) |>
ggplot(aes(x, y)) +
geom_point(aes(color = group), shape = "square", size = size) +
coord_equal() +
ggtitle(title) +
labs(fill = "", color = "", subtitle = "Number of participants per self-declared group (each square represents one participant)") +
theme_void() +
theme(
plot.title = element_text(face = "bold", hjust = 0),
legend.key.height = unit(1, "mm"),
legend.key.width = unit(1, "mm")
)
}
p_ethni <- plot_waffle(sub, "Ethnicity", rows = 20, size = 8) +
scale_color_manual(values = c("Hispanic" = "#FF5722", "Caucasian" = "#2196F3", "African" = "#4CAF50", "Asian" = "#FFC107", "Other" = "#795548"))
p_ethni
p_edu <- sub |>
ggplot(aes(x = Education)) +
geom_bar(aes(fill = Education)) +
scale_y_continuous(expand = c(0, 0), breaks= scales::pretty_breaks()) +
scale_fill_viridis_d(guide = "none") +
labs(title = "Education", y = "Number of Participants", subtitle = "Number of participants per achieved education level") +
theme_modern(axis.title.space = 15) +
theme(
plot.title = element_text(size = rel(1), face = "bold", hjust = 0),
plot.subtitle = element_text(vjust = 7),
axis.text.y = element_text(size = rel(0.8)),
axis.text.x = element_text(size = rel(0.8)),
axis.title.x = element_blank()
)
p_edu
load_plot <- function(x) patchwork::wrap_elements(grid::rasterGrob(png::readPNG(x), interpolate = TRUE))
p <- (
load_plot("figures/1_Preprocessing-p_demographics_country-1.png") |
load_plot("figures/1_Preprocessing-p_demographics_age-1.png")) / (
load_plot("figures/1_Preprocessing-p_demographics_ethnicity-1.png") |
load_plot("figures/1_Preprocessing-p_demographics_education-1.png")
) + plot_annotation(title = "Demographic Information", subtitle = paste0("N = ", nrow(sub), " (49.9% ♀)"),
theme = theme(plot.title = element_text(size = rel(1.5), face = "bold", hjust = 0.5),
plot.subtitle = element_text(size = rel(1.1), face = "italic", hjust = 0.5)))
p
ggsave("figures/figure_demographics.png", p, width = 12 * sqrt(2), height=12)
write.csv(illusion1, "../data/preprocessed_illusion1.csv", row.names = FALSE)
write.csv(illusion2, "../data/preprocessed_illusion2.csv", row.names = FALSE)
write.csv(perceptual, "../data/preprocessed_perceptual.csv", row.names = FALSE)
write.csv(sub, "../data/preprocessed_questionnaires.csv", row.names = FALSE)